OpenMined BlogThe latest research, product, and community news from OpenMined.https://openmined.org/en-usHow to scale the impact of embedded AI evaluatorshttps://openmined.org/blog/scale-embedded-ai-evaluators/https://openmined.org/blog/scale-embedded-ai-evaluators/Over the last few weeks, there’s been a big shift in the debate about who gets to evaluate the world's most powerful AI systems. Dario Amodei published an…Sat, 19 Sep 2026 00:00:00 GMTresearchPySyft used for first double-blind evaluation of a proprietary, frontier-class AI modelhttps://openmined.org/blog/double-blind-evaluation-frontier-ai-model/https://openmined.org/blog/double-blind-evaluation-frontier-ai-model/After nearly a decade of R&D, PySyft has been used by GDM, AVERI, Singapore AISI, and MLCommons to facilitate the world’s first double-blind evaluations of a proprietary, frontier class AI model.Thu, 27 Aug 2026 00:00:00 GMTnewsresearchHugging Face had to leave the commercial APIs to read its own breach logshttps://openmined.org/blog/hugging-face-leave-commercial-apis-to-read-breach-logs/https://openmined.org/blog/hugging-face-leave-commercial-apis-to-read-breach-logs/Security teams now lean on frontier models for the unglamorous work of timely incident response: triaging logs, reconstructing timelines, making sense of…Tue, 28 Jul 2026 20:53:59 GMTpolicyMoving Fast Doesn’t Have to Break Things: The U.S. Must Stop Compromising Critical Infrastructure with Patchwork AI Security Approacheshttps://openmined.org/blog/moving-fast-doesnt-have-to-break-things/https://openmined.org/blog/moving-fast-doesnt-have-to-break-things/PETs offer U.S. critical-infrastructure AI a path beyond patchwork security. Why Attribution-Based Control should be the standard.Fri, 22 May 2026 08:00:00 GMTpolicyWhat Is “Network Sourced” AI?https://openmined.org/blog/network-sourced-ai/https://openmined.org/blog/network-sourced-ai/The future of AI isn't total ingestion or today's disordered muddle. Network sourced AI offers a third path: private repositories titrating insights under conditions their stewards define.Thu, 09 Apr 2026 18:30:17 GMTresearchpolicyOpenMined’s Peter Ide-Kostic Selected for the European Commission’s Expert Forum on Frontier AIhttps://openmined.org/blog/peter-ide-kostic-european-commission-expert-forum-frontier-ai/https://openmined.org/blog/peter-ide-kostic-european-commission-expert-forum-frontier-ai/We’re proud to share that OpenMined’s Head of EU Policy, Peter Ide-Kostic, has been selected by the European AI Office to serve on the Expert Forum on Frontier…Wed, 01 Apr 2026 18:14:45 GMTnewspolicyTwo Years In: OpenMined Deep Partnerships under the NAIRRhttps://openmined.org/blog/openmined-nairr-deep-partnerships-year-two/https://openmined.org/blog/openmined-nairr-deep-partnerships-year-two/OpenMined shares a year-two update on its partnership with the NAIRR, including the launch of a Deep Partnership with Indiana University for privacy-preserving medical text de-identification.Tue, 03 Mar 2026 19:33:00 GMTpolicystoriesWhy Blocking, Licensing & Pay-to-Access Are Insufficienthttps://openmined.org/blog/ai-content-protection-for-publishers/https://openmined.org/blog/ai-content-protection-for-publishers/Blocking AI crawlers, licensing, and paywalls can't protect publisher content. Learn why current defenses fail and how the Syft Protocol offers a new pathTue, 03 Mar 2026 00:30:46 GMTresearchpolicyReflections on the 2026 India AI Impact Summithttps://openmined.org/blog/reflections-on-the-2026-india-ai-impact-summit/https://openmined.org/blog/reflections-on-the-2026-india-ai-impact-summit/OpenMined participated in the 2026 India AI Impact Summit in New Delhi, demonstrating BioVault for privacy-preserving genomics research and contributing to policy discussions on data sovereignty, conditional openness, and the "Visit, Don't Move" paradigm for cross-border AI collaboration.Mon, 02 Mar 2026 20:30:58 GMTnewspolicyOpenMined at the India AI Impact Summit 2026https://openmined.org/blog/visit-us-india-ai-impact-summit-2026/https://openmined.org/blog/visit-us-india-ai-impact-summit-2026/OpenMined brings privacy-preserving genomics infrastructure to India AI Impact Summit 2026 in New Delhi, partnering with Human Genome Project II (HGP2).Thu, 05 Feb 2026 20:37:47 GMTnewsOpenMined Joins Open Forum for AI to Advance Responsible Data Governancehttps://openmined.org/blog/openmined-joins-open-forum-for-ai-to-advance-responsible-data-governance/https://openmined.org/blog/openmined-joins-open-forum-for-ai-to-advance-responsible-data-governance/OpenMined joins Carnegie Mellon University's Open Forum for AI (OFAI) to contribute expertise in privacy-preserving data access to the initiative's Data Working Group, advancing responsible and human-centered AI developmentFri, 16 Jan 2026 21:10:44 GMTnewspolicyOpenMined Featured in Communications of the ACM on the Future of Synthetic Data and AI Traininghttps://openmined.org/blog/openmined-featured-in-cacm-synthetic-data-ai-training/https://openmined.org/blog/openmined-featured-in-cacm-synthetic-data-ai-training/ACM's flagship publication highlights OpenMined's Attribution-Based Control as a solution for governing synthetic data and ensuring transparency in AI training.Thu, 15 Jan 2026 10:00:00 GMTnewsZero-Setup Federated Learning: Train Models Across Private Datasets Using Only Google Colabhttps://openmined.org/blog/zero-setup-federated-learning-google-colab/https://openmined.org/blog/zero-setup-federated-learning-google-colab/Run a complete federated learning workflow in Google Colab—no local setup. Train models across private datasets with syft-flwr while data stays put.Mon, 05 Jan 2026 14:55:39 GMTproductresearchNo, AI hasn’t run out of datahttps://openmined.org/blog/ai-hasnt-run-out-of-data/https://openmined.org/blog/ai-hasnt-run-out-of-data/Elon Musk says AI exhausted all human data. He's wrong. 99.99% of the world's data is private and untapped. Here's how AI's relationship with data is really evolving—and what's at stake.Mon, 01 Dec 2025 14:14:15 GMTpolicyTutorial: Turn Any LLM into an Expert Assistant with Federated RAG – Part 1https://openmined.org/blog/tutorial-turn-any-llm-into-an-expert-assistant-with-federated-rag-part-1/https://openmined.org/blog/tutorial-turn-any-llm-into-an-expert-assistant-with-federated-rag-part-1/Build Federated RAG from scratch in Python. Learn how LLMs can access distributed private data sources without compromising privacy. Code included.Fri, 24 Oct 2025 21:21:32 GMTproductresearchTutorial: Build Your Own RAG in 10 lines of Pythonhttps://openmined.org/blog/tutorial-build-your-own-rag-in-10-lines-of-python/https://openmined.org/blog/tutorial-build-your-own-rag-in-10-lines-of-python/Learn RAG from scratch: why LLMs hallucinate and how retrieval-augmented generation fixes it. Complete Python tutorial with code examples.Fri, 24 Oct 2025 21:20:38 GMTproductresearchGPU demand is (~1Mx) distorted by efficiency problems which are being solvedhttps://openmined.org/blog/gpu-demand-distorted-by-ai-efficiency/https://openmined.org/blog/gpu-demand-distorted-by-ai-efficiency/GPU demand forecasts miss a critical factor: AI training is 90%+ waste. With LLM costs falling 10x annually through software updates, demand could collapse overnight. Here's why forecasters got it wrong.Sun, 19 Oct 2025 19:43:17 GMTresearchUnlocking a Million Times More Data for AI Through Attribution-Based Controlhttps://openmined.org/blog/unlocking-a-million-times-more-data-for-ai-through-attribution-based-control/https://openmined.org/blog/unlocking-a-million-times-more-data-for-ai-through-attribution-based-control/AI uses 0.0001% of world's data. Attribution-Based Control enables access to 180 zettabytes while preserving ownership. IFP publication insights.Mon, 06 Oct 2025 20:50:21 GMTresearchpolicyThe Bitter Lesson’s Bitter Lessonhttps://openmined.org/blog/the-bitter-lessons-bitter-lesson/https://openmined.org/blog/the-bitter-lessons-bitter-lesson/Why Richard Sutton's Bitter Lesson misses the computational advantages of inherited learning. The future of AI isn't starting from scratch.Mon, 06 Oct 2025 19:57:22 GMTresearchAdvancing Research on Sensitive Personal Health Data with Syfthttps://openmined.org/blog/advancing-research-on-sensitive-personal-health-data-with-syft/https://openmined.org/blog/advancing-research-on-sensitive-personal-health-data-with-syft/Learn how Syft enables health research without centralizing personal data. Compute on encrypted data while maintaining individual privacy and control.Wed, 01 Oct 2025 21:12:01 GMTproductMobilizing Sensitive Consumer Data through Syfthttps://openmined.org/blog/mobilizing-sensitive-consumer-data-through-syft/https://openmined.org/blog/mobilizing-sensitive-consumer-data-through-syft/Discover how Syft enables researchers to leverage consumer data for collective insights while keeping individual data private and under personal control.Wed, 01 Oct 2025 21:06:47 GMTproductNAIRR Project on Privacy-Preserving Student Retention Researchhttps://openmined.org/blog/nairr-privacy-preserving-student-retention-research/https://openmined.org/blog/nairr-privacy-preserving-student-retention-research/How OpenMined and a Concordia researcher used PySyft to enable cross-institutional ML on FERPA-protected student data through the NAIRR Pilot.Mon, 15 Sep 2025 20:46:00 GMTpolicystoriesWhat is Broad Listening?https://openmined.org/blog/what-is-broad-listening/https://openmined.org/blog/what-is-broad-listening/Broad listening synthesizes insights from millions while protecting privacy. Technology that makes collective human wisdom accessible for better decisions.Mon, 01 Sep 2025 14:20:58 GMTresearchDSA Article 40 after EDMO: Europe Has the Right — Now It Needs the Mechanismhttps://openmined.org/blog/dsa-article-40-after-edmo-europe-has-the-right-now-it-needs-the-mechanism/https://openmined.org/blog/dsa-article-40-after-edmo-europe-has-the-right-now-it-needs-the-mechanism/EDMO's guide reveals that API-based researcher access falls short of the DSA's goals. OpenMined argues. Europe should adopt compute-to-data approaches to make Article 40 deliver genuine, research-grade platform data access.Mon, 01 Sep 2025 09:00:00 GMTpolicyOpenMined Featured in Landmark Ofcom Report on Researcher Access to Informationhttps://openmined.org/blog/openmined-featured-in-landmark-ofcom-report-on-researcher-access/https://openmined.org/blog/openmined-featured-in-landmark-ofcom-report-on-researcher-access/OpenMined featured in Ofcom report on researcher data access. See how privacy tech supports safe, effective data sharing.Mon, 28 Jul 2025 20:13:31 GMTpolicyOpenMined x UCL at London Data Week: Shaping the UK’s National Data Libraryhttps://openmined.org/blog/openmined-xat-london-data-week-shaping-the-uks-national-data-library/https://openmined.org/blog/openmined-xat-london-data-week-shaping-the-uks-national-data-library/Explore how the UK’s new £100M National Data Library could transform research, public services, and AI. Highlights from OpenMined and UCL’s event on unlocking public sector data through privacy-first technologies like SyftBox and OpenSAFELY.Fri, 18 Jul 2025 16:45:04 GMTproductpolicyFederated Learning in Practice: Training a Diabetes Prediction Model Across Distributed Datasites – Part 3https://openmined.org/blog/federated-learning-in-practice-training-a-diabetes-prediction-model-across-distributed-datasites-part-3/https://openmined.org/blog/federated-learning-in-practice-training-a-diabetes-prediction-model-across-distributed-datasites-part-3/Learn how to deploy your own public datasite and participate as a Data Owner in a real federated learning network using SyftBox. Part 3 of the series shows you how to securely share data for remote training while preserving privacy.Mon, 07 Jul 2025 21:40:08 GMTproductFederated Learning in Practice: Training a Diabetes Prediction Model Across Distributed Datasites – Part 2https://openmined.org/blog/federated-learning-in-practice-training-a-diabetes-prediction-model-across-distributed-datasites-part-2/https://openmined.org/blog/federated-learning-in-practice-training-a-diabetes-prediction-model-across-distributed-datasites-part-2/In Part 2 of our Federated Learning series, learn how to submit a machine learning job to real, remote datasites using the SyftBox network—without accessing private data. A practical guide for Data Scientists moving from local simulation to distributed networks.Wed, 02 Jul 2025 16:58:44 GMTproductFederated Learning in Practice: Training a Diabetes Prediction Model Across Distributed Datasiteshttps://openmined.org/blog/federated-learning-in-practice-diabetes-prediction/https://openmined.org/blog/federated-learning-in-practice-diabetes-prediction/Learn how hospitals used federated learning to collaboratively train a diabetes prediction model without sharing sensitive patient data. Includes code walkthrough.Wed, 18 Jun 2025 15:40:53 GMTproductOpenMined Contributes to Global Digital Infrastructure Toolkit for Data Agencyhttps://openmined.org/blog/openmined-contributes-global-digital-infrastructure-toolkit-data-agency/https://openmined.org/blog/openmined-contributes-global-digital-infrastructure-toolkit-data-agency/OpenMined contributed to a new toolkit launched at the 2025 Global Solutions Summit, providing policymakers with a four-stage framework for building citizen-centered digital infrastructure that advances data agency.Wed, 07 May 2025 10:00:00 GMTpolicyEliminating Silos Without Sacrificing Privacy: What EO 14243 and the ACDEB Report Mean for Government Datahttps://openmined.org/blog/eo-14243-acdeb-government-data-privacy/https://openmined.org/blog/eo-14243-acdeb-government-data-privacy/Executive Order 14243 directs agencies to eliminate data silos, but doing so responsibly requires the privacy-preserving infrastructure outlined in the ACDEB report — exactly what PySyft provides.Wed, 26 Mar 2025 22:25:00 GMTpolicyOpenMined Proud to Support the American Science Acceleration Projecthttps://openmined.org/blog/openmined-supports-american-science-acceleration-project/https://openmined.org/blog/openmined-supports-american-science-acceleration-project/OpenMined endorses ASAP, a bipartisan initiative to make American science 10x faster by 2030 through secure data infrastructure, compute, and AI collaboration.Fri, 14 Mar 2025 09:31:00 GMTpolicyOpenMined Joins Accelerate Science Now Coalition to Transform Data for Scientific Discoveryhttps://openmined.org/blog/openmined-joins-accelerate-science-now-coalition/https://openmined.org/blog/openmined-joins-accelerate-science-now-coalition/OpenMined joins the Accelerate Science Now coalition to help build privacy-preserving data infrastructure that accelerates scientific discovery across the U.S.Mon, 03 Mar 2025 22:54:00 GMTnewspolicyOne Year In: OpenMined’s Journey as a NAIRR Pilot Partnerhttps://openmined.org/blog/openmined-nairr-pilot-partner-year-one/https://openmined.org/blog/openmined-nairr-pilot-partner-year-one/OpenMined reflects on its first year as a NAIRR Pilot partner, offering privacy-preserving tools and training for researchers working with sensitive data.Mon, 03 Mar 2025 21:00:00 GMTpolicystoriesReflections on the 2025 AI Action Summithttps://openmined.org/blog/reflections-on-the-2025-ai-action-summit/https://openmined.org/blog/reflections-on-the-2025-ai-action-summit/OpenMined was honored to participate in the AI Action Summit held at the Grand Palais in Paris on February 10-11. The Summit was co-chaired by the governments…Tue, 25 Feb 2025 18:31:16 GMTnewsOpenMined at the Datasphere Initiative Roundtable on Advancing Global AI Governancehttps://openmined.org/blog/openmined-at-the-datasphere-initiative-roundtable-on-advancing-global-ai-governance/https://openmined.org/blog/openmined-at-the-datasphere-initiative-roundtable-on-advancing-global-ai-governance/The Datasphere Initiative has published a report summarising a roundtable event they hosted on the topic of “Advancing global AI governance: Exploring adaptive…Tue, 11 Feb 2025 17:22:00 GMTpolicyEnabling External Scrutiny of AI Systems with PETshttps://openmined.org/blog/enabling-external-scrutiny-of-ai-systems-with-pets/https://openmined.org/blog/enabling-external-scrutiny-of-ai-systems-with-pets/Researchers from Georgetown University’s Center for Security and Emerging Technology (CSET) have detailed how new privacy-enhancing technologies (PETs) can…Wed, 05 Feb 2025 17:37:00 GMTproductresearchOpenMined selected as one of 50 innovative AI Projects for the AI Action Summithttps://openmined.org/blog/openmined-selected-as-one-of-50-innovative-ai-projects-for-the-ai-action-summit/https://openmined.org/blog/openmined-selected-as-one-of-50-innovative-ai-projects-for-the-ai-action-summit/We are proud to announce that OpenMined’s work with the Christchurch Call Initiative on Algorithmic Outcomes (CCIAO) has been selected as one of 50 innovative…Wed, 22 Jan 2025 14:26:21 GMTnewsGetting Started with Differential Privacy in PySyfthttps://openmined.org/blog/differential-privacy-using-pysyfy/https://openmined.org/blog/differential-privacy-using-pysyfy/Welcome to our guide! In this tutorial, we are going to cover the following topics:Wed, 08 Jan 2025 16:51:00 GMTproductresearchThe United Nations and OpenMined collaborate to unlock valuable data from statistics agencieshttps://openmined.org/blog/the-united-nations-and-openmined-collaborate-to-unlock-valuable-data-from-statistics-agencies/https://openmined.org/blog/the-united-nations-and-openmined-collaborate-to-unlock-valuable-data-from-statistics-agencies/Since 2019, OpenMined has been collaborating with the United Nations Statistics Division to support the adoption of privacy-enhancing technologies to unlock…Wed, 18 Dec 2024 16:46:00 GMTproductstoriesBalancing Innovation and Privacy: Congress Eyes PETs as a Solution to AI Data Challenges in the AI Task Force Final Reporthttps://openmined.org/blog/balancing-innovation-and-privacy-congress-eyes-pets-as-a-solution-to-ai-data-challenges-in-the-ai-task-force-final-report/https://openmined.org/blog/balancing-innovation-and-privacy-congress-eyes-pets-as-a-solution-to-ai-data-challenges-in-the-ai-task-force-final-report/The United States 118th Congress Bipartisan House Task Force on Artificial Intelligence released a comprehensive report examining AI’s impact across numerous…Tue, 17 Dec 2024 18:27:00 GMTpolicystoriesResponse to Ofcom’s Online Safety Information Guidance Consultationhttps://openmined.org/blog/response-to-ofcoms-online-safety-information-guidance-consultation/https://openmined.org/blog/response-to-ofcoms-online-safety-information-guidance-consultation/The United Kingdom’s Office of Communications (Ofcom) has new powers under the Online Safety Act 2023 to gather information from online platforms in service of…Mon, 16 Dec 2024 16:49:00 GMTpolicyBridging Borders, Protecting Privacy: How PySyft is Revolutionizing International Statistical Collaborationhttps://openmined.org/blog/bridging-borders-protecting-privacy-how-pysyft-is-revolutionizing-international-statistical-collaboration/https://openmined.org/blog/bridging-borders-protecting-privacy-how-pysyft-is-revolutionizing-international-statistical-collaboration/This blog post summarizes the paper “_A New Model for International Privacy Preserving Data Sharing Across National Statistical Organizations_” by the United…Fri, 13 Dec 2024 14:59:00 GMTproductstoriesSecure Enclaves for AI Evaluationhttps://openmined.org/blog/secure-enclaves-for-ai-evaluation/https://openmined.org/blog/secure-enclaves-for-ai-evaluation/Andrew Trask\, Aziz Berkay Yesilyurt\, Bennett Farkas\, Callis Ezenwaka\, Carmen Popa\, Dave Buckley\, Eelco van der Wel\, Francesco Mosconi‡, Grace Han‡…Thu, 12 Dec 2024 21:33:29 GMTnewsstoriesTowards an inclusive AI governance process ahead of the AI Action Summithttps://openmined.org/blog/towards-an-inclusive-ai-governance-process/https://openmined.org/blog/towards-an-inclusive-ai-governance-process/OpenMined contributed expertise on AI auditing and transparency to the global report summarizing the consultations among citizens and civil society actors…Mon, 09 Dec 2024 16:12:00 GMTpolicyDigital Public Infrastructure: Building a Safer, More Resilient Digital Ecosystem in the United States and Beyondhttps://openmined.org/blog/digital-public-infrastructure-building-a-safer-more-resilient-digital-ecosystem-in-the-united-states-and-beyond/https://openmined.org/blog/digital-public-infrastructure-building-a-safer-more-resilient-digital-ecosystem-in-the-united-states-and-beyond/OpenMined’s Policy Lead, Lacey Strahm, was delighted to participate in New America’s Digital Impact and Governance Initiative (DIGI), which focused on digital…Thu, 21 Nov 2024 17:29:00 GMTpolicyAnnouncing the #30DaysOfFLCode Challenge: Build, Share, and Learn Federated Learninghttps://openmined.org/blog/announcing-the-30daysofflcode-challenge-build-share-and-learn-federated-learning/https://openmined.org/blog/announcing-the-30daysofflcode-challenge-build-share-and-learn-federated-learning/Are you ready to explore the exciting world of Federated Learning (FL) and other Privacy Enhancing Technologies (PETs)? The 30DaysOfFLCode Challenge is here to…Wed, 20 Nov 2024 19:32:00 GMTnewscommunityModel Access for Evaluationshttps://openmined.org/blog/model-access-for-evaluations/https://openmined.org/blog/model-access-for-evaluations/Thu, 07 Nov 2024 19:41:00 GMTstoriesFeedback on the draft Delegated Regulation on data access provided for in the DSAhttps://openmined.org/blog/feedback-on-the-draft-delegated-regulation-on-data-access-provided-for-in-the-eus-digital-service-act-dsa/https://openmined.org/blog/feedback-on-the-draft-delegated-regulation-on-data-access-provided-for-in-the-eus-digital-service-act-dsa/Thu, 07 Nov 2024 19:33:00 GMTpolicyPETs Cost-Benefit Awareness Toolhttps://openmined.org/blog/pets-cost-benefit-awareness-tool/https://openmined.org/blog/pets-cost-benefit-awareness-tool/The United Kingdom’s Department for Science, Innovation & Technology and the Information Commissioner’s Office published a comprehensive guide on the costs and…Thu, 07 Nov 2024 16:01:00 GMTresearchNew Research Shows Promise for Safe, Secure & Private Auditing of Social Media Algorithmshttps://openmined.org/blog/new-research-shows-promise-for-safe-secure-private-auditing-of-social-media-algorithms/https://openmined.org/blog/new-research-shows-promise-for-safe-secure-private-auditing-of-social-media-algorithms/The Christchurch Call Initiative on Algorithmic Outcomes (CCIAO) released their technical report demonstrating how they used privacy-enhancing technologies to…Fri, 01 Nov 2024 15:28:00 GMTstoriesThird-party evaluation to identify risks in LLMs’ training datahttps://openmined.org/blog/third-party-evaluation-to-identify-risks-in-llms-training-data/https://openmined.org/blog/third-party-evaluation-to-identify-risks-in-llms-training-data/TLDR – EleutherAI and OpenMined conducted a demonstration project to show how third-party evaluators can query a non-public AI training dataset. This approach…Thu, 31 Oct 2024 17:17:55 GMTnewsstoriesReddit for Researchers Beta Program is Growing!https://openmined.org/blog/reddit-for-researchers-beta-program-is-growing/https://openmined.org/blog/reddit-for-researchers-beta-program-is-growing/As we reach the first milestone in our partnership with Reddit to build the Reddit for Researchers (R4R) program, we’re excited to share the exciting progress…Thu, 17 Oct 2024 16:36:00 GMTnewsOpenMined Featured Contributor: September 2024https://openmined.org/blog/openmined-featured-contributor-september-2024/https://openmined.org/blog/openmined-featured-contributor-september-2024/Github: @abyesilyurtTue, 08 Oct 2024 19:48:20 GMTcommunityFederated Learning in 10 Lines of code, with PySyfthttps://openmined.org/blog/fl-in-10-lines-of-code-with-pysyft/https://openmined.org/blog/fl-in-10-lines-of-code-with-pysyft/Tue, 08 Oct 2024 14:00:00 GMTproductNeed more medical data? A Python package and an email is all you needhttps://openmined.org/blog/a-python-package-and-an-email-is-all-you-need/https://openmined.org/blog/a-python-package-and-an-email-is-all-you-need/Everybody working with data knows the unwritten rule in data science: the more data, the better! However, with medical data, accessing even a single dataset is…Thu, 05 Sep 2024 14:00:00 GMTproductOpen Horizons: Exploring nuanced technical and policy approaches to openness in AIhttps://openmined.org/blog/open-horizons-exploring-nuanced-technical-and-policy-approaches-to-openness-in-ai/https://openmined.org/blog/open-horizons-exploring-nuanced-technical-and-policy-approaches-to-openness-in-ai/We’re excited to see OpenMined’s work and technical approaches featured prominently in Open Horizons, a timely report published by Demos and Mozilla exploring…Mon, 02 Sep 2024 16:55:00 GMTpolicyOpenMined Featured Contributor: August 2024https://openmined.org/blog/openmined-featured-contributor-august-2024/https://openmined.org/blog/openmined-featured-contributor-august-2024/Github:@vdasuFri, 23 Aug 2024 11:51:24 GMTcommunityWhen data sharing is a Problem, PySyft 0.9 is the Solutionhttps://openmined.org/blog/announcing-pysyft-09/https://openmined.org/blog/announcing-pysyft-09/Imagine you have spent years curating a dataset, and you want to share it with the scientific community to foster new collaborations, and to boost your…Tue, 06 Aug 2024 20:00:00 GMTproductOpenMined Featured Contributor: July 2024https://openmined.org/blog/openmined-featured-contributor-july-2024/https://openmined.org/blog/openmined-featured-contributor-july-2024/Github: @thehimalayanleoWed, 10 Jul 2024 21:33:57 GMTcommunityPySyft Cracks Top 10 List of Most Popular Open-Source AI Libraries in the UKhttps://openmined.org/blog/pysyft-cracks-top-10-list-of-most-popular-open-source-ai-libraries-in-the-uk/https://openmined.org/blog/pysyft-cracks-top-10-list-of-most-popular-open-source-ai-libraries-in-the-uk/OpenMined’s PySyft has been recognized as the 9th most popular open-source AI library in the UK, according to OpenUK’s 2024 State of Open report. This…Wed, 03 Jul 2024 17:51:00 GMTnewsproductOpenMined’s Contributions to AI Transparency and Explainability in U.S. Senate AI Policy Roadmaphttps://openmined.org/blog/openmineds-contributions-to-ai-transparency-and-explainability-in-u-s-senate-ai-policy-roadmap/https://openmined.org/blog/openmineds-contributions-to-ai-transparency-and-explainability-in-u-s-senate-ai-policy-roadmap/Today, the U.S. Senate released its long-awaited roadmap for AI policy titled “Driving U.S. Innovation in Artificial Intelligence.” This report is the…Wed, 15 May 2024 21:27:00 GMTnewspolicyAnnouncing our Partnership with Reddit to Expand Privacy-Preserving Researcher Accesshttps://openmined.org/blog/announcing-our-partnership-with-reddit-to-expand-privacy-preserving-researcher-access/https://openmined.org/blog/announcing-our-partnership-with-reddit-to-expand-privacy-preserving-researcher-access/We’re thrilled to announce our partnership with Reddit to help build Reddit for Research, a program that will enable academic researchers to study online…Thu, 09 May 2024 16:17:00 GMTnewsstoriesOpenMined Participates in White House Event on Opportunities at the Frontier of AI Researchhttps://openmined.org/blog/openmined-participates-in-white-house-event-on-opportunities-at-the-frontier-of-ai-research/https://openmined.org/blog/openmined-participates-in-white-house-event-on-opportunities-at-the-frontier-of-ai-research/We’re proud to share that OpenMined was among the select organizations invited to the White House Office of Science and Technology Policy (OSTP), U.S. National…Mon, 06 May 2024 21:18:00 GMTnewspolicyOpenMined Featured Contributor: May 2024https://openmined.org/blog/openmined-featured-contributor-may-2024-2/https://openmined.org/blog/openmined-featured-contributor-may-2024-2/Github: @dbckzMon, 06 May 2024 11:11:38 GMTcommunityMoving Beyond the Open vs. Closed AI Debatehttps://openmined.org/blog/moving-beyond-the-open-vs-closed-ai-debate/https://openmined.org/blog/moving-beyond-the-open-vs-closed-ai-debate/Mon, 29 Apr 2024 16:18:00 GMTpolicyFacilitating Access to Non-Public Data: A World in Which All Data is “Open”https://openmined.org/blog/facilitating-access-to-non-public-data-a-world-in-which-all-data-is-open/https://openmined.org/blog/facilitating-access-to-non-public-data-a-world-in-which-all-data-is-open/This blog post was originally published here and is republished below.Wed, 17 Apr 2024 17:51:00 GMTpolicyPySyft featured in UK DSIT Portfolio of AI Assurance Techniqueshttps://openmined.org/blog/pysyft-featured-in-uk-dsit-portfolio-of-ai-assurance-techniques/https://openmined.org/blog/pysyft-featured-in-uk-dsit-portfolio-of-ai-assurance-techniques/OpenMined is proud to announce that our flagship software, PySyft, has been profiled by the United Kingdom’s Department for Science, Innovation, and Technology…Mon, 15 Apr 2024 20:45:00 GMTnewsproductstoriesOpenMined Joins the AI Alliance to Advance Responsible Data Practices in Open Source AIhttps://openmined.org/blog/openmined-joins-ai-alliance/https://openmined.org/blog/openmined-joins-ai-alliance/OpenMined joins the AI Alliance — a 100+ member coalition led by IBM and Meta — to bring privacy-enhancing technologies to the open source AI ecosystem's data governance challenges.Fri, 05 Apr 2024 10:00:00 GMTnewspolicyOpenMined Featured Contributor: April 2024https://openmined.org/blog/openmined-featured-contributor-april-2024/https://openmined.org/blog/openmined-featured-contributor-april-2024/Github: @snwaghMon, 01 Apr 2024 12:46:00 GMTcommunityOpenMined x NTIA: Shaping the Future of AI Accountabilityhttps://openmined.org/blog/openmined-ntia-ai-accountability/https://openmined.org/blog/openmined-ntia-ai-accountability/How OpenMined's advocacy for structured transparency and privacy-enhancing technologies shaped the NTIA's AI Accountability Policy Report.Fri, 08 Mar 2024 10:04:00 GMTpolicyOpenMined Featured Contributor: March 2024https://openmined.org/blog/openmined-featured-contributor-march-2024/https://openmined.org/blog/openmined-featured-contributor-march-2024/Github: @ivyclareFri, 01 Mar 2024 20:47:00 GMTcommunityOpenMined Featured Contributor: February 2024https://openmined.org/blog/openmined-featured-contributor-february-2024/https://openmined.org/blog/openmined-featured-contributor-february-2024/Github: @hellopetersmithMon, 19 Feb 2024 20:29:56 GMTcommunityOpenMined Presents at UN Statistical Commission Side Event on Privacy-Enhancing Technologieshttps://openmined.org/blog/openmined-presents-at-un-statistical-commission-side-event-on-privacy-enhancing-technologies/https://openmined.org/blog/openmined-presents-at-un-statistical-commission-side-event-on-privacy-enhancing-technologies/On February 29th, 2024, OpenMined participated in a side event at the 55th session of the United Nations Statistical Commission, held at the UN Headquarters in…Fri, 09 Feb 2024 15:15:00 GMTpolicyOpenMined Joins as Launch Partner for the NAIRR Pilot: Democratizing Access to AI Resources in the UShttps://openmined.org/blog/openmined-joins-as-launch-partner-for-the-nairr-pilot-democratizing-access-to-ai-resources-in-the-us/https://openmined.org/blog/openmined-joins-as-launch-partner-for-the-nairr-pilot-democratizing-access-to-ai-resources-in-the-us/We’re excited to announce that OpenMined is among the 25 organizations partnering with the U.S. National Science Foundation (NSF) and 10 other federal agencies…Wed, 24 Jan 2024 21:36:00 GMTnewspolicystoriesOpenMined Featured Contributor: January 2024https://openmined.org/blog/openmined-featured-contributor-january-2024/https://openmined.org/blog/openmined-featured-contributor-january-2024/Github: @letv3Fri, 12 Jan 2024 14:40:58 GMTcommunityOpenMined Featured Contributor: December 2023https://openmined.org/blog/openmined-featured-contributor-december-2023/https://openmined.org/blog/openmined-featured-contributor-december-2023/Github: @jcardonnetSun, 10 Dec 2023 20:03:25 GMTcommunityWritten Statement for the U.S. Senate AI Insight Forum: Transparency, Explainability, Intellectual Property, & Copyrighthttps://openmined.org/blog/openmineds-written-statement-for-the-u-s-senate-ai-insight-forum-transparency-explainability-intellectual-property-copyright/https://openmined.org/blog/openmineds-written-statement-for-the-u-s-senate-ai-insight-forum-transparency-explainability-intellectual-property-copyright/This blog is reposting the written statement –…Tue, 21 Nov 2023 23:06:00 GMTpolicyBuilding a Framework for External Scrutiny of Frontier AI Modelshttps://openmined.org/blog/building-a-framework-for-external-scrutiny-of-frontier-ai-models/https://openmined.org/blog/building-a-framework-for-external-scrutiny-of-frontier-ai-models/OpenMined’s Policy Lead, Lacey Strahm, joins researchers from leading institutions to propose guidelines for evaluating powerful AI systems.Wed, 15 Nov 2023 15:21:00 GMTpolicyUK Frontier AI Taskforce Partners with OpenMined to Advance AI Safety Researchhttps://openmined.org/blog/uk-frontier-ai-taskforce-partners-with-openmined-to-advance-ai-safety-research/https://openmined.org/blog/uk-frontier-ai-taskforce-partners-with-openmined-to-advance-ai-safety-research/Today, the United Kingdom’s Frontier AI Taskforce announced a strategic partnership with OpenMined to develop and deploy technical infrastructure that will…Mon, 30 Oct 2023 20:56:00 GMTnewsstoriesOpenMined’s R5Q3 Padawan Program Graduateshttps://openmined.org/blog/openmineds-r5q3-padawan-program-graduates/https://openmined.org/blog/openmineds-r5q3-padawan-program-graduates/Congratulations to all of our R5Q3 Padawan Program Graduates!Thu, 12 Oct 2023 18:16:31 GMTcommunityOpenMined Featured Contributor: October 2023https://openmined.org/blog/openmined-featured-contributor-october-2023/https://openmined.org/blog/openmined-featured-contributor-october-2023/Github: @khoaguinMon, 09 Oct 2023 19:22:22 GMTcommunityOpenMined Featured Contributor: September 2023https://openmined.org/blog/openmined-featured-contributor-september-2023/https://openmined.org/blog/openmined-featured-contributor-september-2023/Github: @tthoraldsonTue, 12 Sep 2023 18:29:59 GMTcommunityOpenMined Recognized in Stanford Social Innovation Review for Advancing AI Transparencyhttps://openmined.org/blog/openmined-recognized-in-stanford-social-innovation-review-for-advancing-ai-transparency/https://openmined.org/blog/openmined-recognized-in-stanford-social-innovation-review-for-advancing-ai-transparency/In a thought-provoking article published in the Stanford Social Innovation Review (Fall 2023), Omidyar Network CEO Mike Kubzansky highlighted OpenMined as a…Fri, 01 Sep 2023 18:34:00 GMTnewsResponse to DISR on Responsible AIhttps://openmined.org/blog/building-trust-in-ai-through-remote-auditing/https://openmined.org/blog/building-trust-in-ai-through-remote-auditing/OpenMined’s Policy Lead, Lacey Strahm, outlines innovative approaches to AI oversight in response to Australia’s consultation on Responsible AI.Tue, 25 Jul 2023 15:54:00 GMTpolicyResponse to OSTP on National AI Prioritieshttps://openmined.org/blog/remote-auditing-a-new-vision-for-ai-accountability/https://openmined.org/blog/remote-auditing-a-new-vision-for-ai-accountability/OpenMined’s Policy Lead, Lacey Strahm, outlines an innovative approach to AI system evaluation in response to OSTP’s Request for Information on National AI…Thu, 06 Jul 2023 15:42:00 GMTpolicyHow to audit an AI model owned by someone else (part 1)https://openmined.org/blog/ai-audit-part-1/https://openmined.org/blog/ai-audit-part-1/Summary (1 page) — Non-technical Article (11 pages) — Technical Tutorial (20 pages)Fri, 30 Jun 2023 17:46:00 GMTresearchOpenMined’s R4Q2 Padawan Program Graduateshttps://openmined.org/blog/openmineds-r4q2-padawan-program-graduates/https://openmined.org/blog/openmineds-r4q2-padawan-program-graduates/Congratulations to all of our R4Q2 Padawan Program Graduates!Mon, 12 Jun 2023 21:31:50 GMTcommunityResponse to the NTIA on AI Accountabilityhttps://openmined.org/blog/rethinking-ai-auditing-through-the-lens-of-structured-transparency/https://openmined.org/blog/rethinking-ai-auditing-through-the-lens-of-structured-transparency/OpenMined’s Policy Lead, Lacey Strahm, outlines a pioneering approach to AI system accountability in response to NTIA’s request for comments.Fri, 09 Jun 2023 15:29:00 GMTpolicyOpenMined Featured Contributor: June 2023https://openmined.org/blog/openmined-featured-contributor-june-2023/https://openmined.org/blog/openmined-featured-contributor-june-2023/Github: @Poppy22Thu, 01 Jun 2023 21:20:09 GMTcommunityOpenMined’s Take on DSA Article 40 Data Access Regulationhttps://openmined.org/blog/openmineds-take-on-dsa-article-40-data-access-regulation/https://openmined.org/blog/openmineds-take-on-dsa-article-40-data-access-regulation/Wed, 31 May 2023 18:00:00 GMTpolicyOpenMined PSI Library and NVFlarehttps://openmined.org/blog/openmined-psi-library-and-nvflare/https://openmined.org/blog/openmined-psi-library-and-nvflare/Nvidia recently released its Federated Learning Application Runtime Environment, NVFlare to help developers easily bring federated learning to production. It…Mon, 15 May 2023 16:50:45 GMTresearchHolistic Classification of PETshttps://openmined.org/blog/holistic-classification-of-pets/https://openmined.org/blog/holistic-classification-of-pets/With so many options for privacy enhancing technologies (PETs), it is hard to choose which is correct for your project. Questions abound about which…Fri, 12 May 2023 20:30:00 GMTresearchOpenMined Featured Contributor: May 2023https://openmined.org/blog/openmined-featured-contributor-may-2023/https://openmined.org/blog/openmined-featured-contributor-may-2023/Github: @jackbandyWed, 03 May 2023 23:02:00 GMTcommunityBeginner Friendly Terminologyhttps://openmined.org/blog/beginner-friendly-openmined-terminology/https://openmined.org/blog/beginner-friendly-openmined-terminology/A gentle introduction to Deep Learning and its associated terms along with Implementation in Tensorflow and Keras. – Part 1Mon, 03 Apr 2023 22:41:11 GMTresearchOpenMined Featured Contributor: April 2023https://openmined.org/blog/openmined-featured-contributor-april-2023/https://openmined.org/blog/openmined-featured-contributor-april-2023/Github: @shubham3121Sat, 01 Apr 2023 17:55:18 GMTcommunityOpenMined’s R3Q1 Padawan Program Graduateshttps://openmined.org/blog/r3q1-padawan-program-graduates/https://openmined.org/blog/r3q1-padawan-program-graduates/Congratulations to all of our R3Q1 Padawan Program Graduates!‌Fri, 10 Mar 2023 23:18:54 GMTcommunityIntroduction to THFE and its Applicationshttps://openmined.org/blog/introduction-to-thfe-and-its-applications/https://openmined.org/blog/introduction-to-thfe-and-its-applications/A summary of the talk at the OpenMined Privacy Conference 2020Thu, 09 Mar 2023 05:14:43 GMTresearchOpenMined Featured Contributor: March 2023https://openmined.org/blog/openmined-featured-contributor-march-2023/https://openmined.org/blog/openmined-featured-contributor-march-2023/Github: @znrezaWed, 01 Mar 2023 23:09:23 GMTcommunityPySyft Recognized in the US National Strategy to Advance Privacy-Preserving Data Sharing and Analyticshttps://openmined.org/blog/pysyft-recognized-in-the-us-national-strategy-to-advance-privacy-preserving-data-sharing-and-analytics/https://openmined.org/blog/pysyft-recognized-in-the-us-national-strategy-to-advance-privacy-preserving-data-sharing-and-analytics/We’re excited to share that OpenMined’s technology and contributions have been acknowledged in the U.S. government’s “National Strategy to Advance…Wed, 01 Mar 2023 21:47:00 GMTproductpolicySyft featured in Guide on PETs in Official Statisticshttps://openmined.org/blog/syft-featured-in-guide-on-pets-in-official-statistics/https://openmined.org/blog/syft-featured-in-guide-on-pets-in-official-statistics/We’re proud to share that OpenMined’s work has been highlighted in the newly released United Nations Guide on Privacy-Enhancing Technologies for Official…Tue, 28 Feb 2023 18:50:00 GMTnewsstoriesOpenMined Featured Contributor: February 2023https://openmined.org/blog/openmined-featured-contributor-february-2023/https://openmined.org/blog/openmined-featured-contributor-february-2023/Github: @IonesioJuniorWed, 01 Feb 2023 20:21:07 GMTcommunityFrom Privacy to Partnership – the Royal Society Makes the Case for PETs-Powered Collaborationhttps://openmined.org/blog/from-privacy-to-partnership-the-royal-society-makes-the-case-for-pets-powered-collaboration/https://openmined.org/blog/from-privacy-to-partnership-the-royal-society-makes-the-case-for-pets-powered-collaboration/The Royal Society – the world’s oldest continuously existing scientific academy – has released a landmark report From Privacy to Partnership, marking a…Tue, 31 Jan 2023 16:37:00 GMTnewsstoriesDifferential Privacy Advances Part 1: Strengths & Weaknesseshttps://openmined.org/blog/differential-privacy-advances-part-1-strengths-weaknesses/https://openmined.org/blog/differential-privacy-advances-part-1-strengths-weaknesses/Every company around the globe is increasing the usage of data in building their products and services. This is because data gives clear insight into what the…Fri, 27 Jan 2023 16:34:46 GMTresearchAccelerating deployment of healthcare ai by 1000xhttps://openmined.org/blog/accelerating-deployment-of-healthcare-ai-by-1000x/https://openmined.org/blog/accelerating-deployment-of-healthcare-ai-by-1000x/Center for Digital Health Innovation partnered with GE to develop the world’s first FDA cleared AI (Artificial Intelligence) on a medical device. A suite of AI…Fri, 27 Jan 2023 15:17:43 GMTresearchA Survey of Differential Privacy Frameworkshttps://openmined.org/blog/a-survey-of-differential-privacy-frameworks/https://openmined.org/blog/a-survey-of-differential-privacy-frameworks/A comprehensive overview of various libraries and frameworks for differential privacy and their use cases.Tue, 17 Jan 2023 16:10:57 GMTresearchML Privacy Meter: Aiding Regulatory Compliance by quantifying the privacy risks of machine learninghttps://openmined.org/blog/ml-privacy-meter-aiding-regulatory-compliance-by-quantifying-the-privacy-risks-of-machine-learning/https://openmined.org/blog/ml-privacy-meter-aiding-regulatory-compliance-by-quantifying-the-privacy-risks-of-machine-learning/Data privacy is an important factor to consider while using products and services that involve Artificial Intelligence (AI). As per Article 35 of GDPR, it is…Mon, 16 Jan 2023 20:04:32 GMTresearchSuperfast Differential Privacyhttps://openmined.org/blog/superfast-differential-privacy/https://openmined.org/blog/superfast-differential-privacy/This is a summary of the talk by Pranav Subramani at the OpenMined Privacy Conference 2020.Tue, 10 Jan 2023 18:00:46 GMTresearchOpenMined Featured Contributor: January 2023https://openmined.org/blog/openmined-featured-contributor-january-2023/https://openmined.org/blog/openmined-featured-contributor-january-2023/Github: @CallezenwakaThu, 05 Jan 2023 10:30:31 GMTcommunityPadawan Program Alumnihttps://openmined.org/blog/padawan-program-alumni/https://openmined.org/blog/padawan-program-alumni/OpenMined’s Padawan Program continues to grow and support a diverse group of learners. We recognize our Padawan Program Alumni, acknowledge their dedication…Mon, 12 Dec 2022 17:29:26 GMTcommunityOpenMined’s R2Q4 Padawan Program Graduateshttps://openmined.org/blog/openmined-r2q4-padawan-graduates/https://openmined.org/blog/openmined-r2q4-padawan-graduates/Congratulations to all of our R2Q4 Padawan Program Graduates!Thu, 08 Dec 2022 15:59:00 GMTcommunityOpenMined Featured Contributor: December 2022https://openmined.org/blog/openmined-featured-contributor-december-2022/https://openmined.org/blog/openmined-featured-contributor-december-2022/Github: @ShubhamPalriwalaThu, 01 Dec 2022 09:00:00 GMTcommunityThe Impact of Privacy Regulation on Effective Deployment of Technology during the COVID-19 Pandemic.https://openmined.org/blog/the-impact-of-privacy-regulation-on-effective-deployment-of-technology-during-the-covid-19-pandemic/https://openmined.org/blog/the-impact-of-privacy-regulation-on-effective-deployment-of-technology-during-the-covid-19-pandemic/IntroductionFri, 25 Nov 2022 06:00:00 GMTpolicyOpenMined & DeepMined Announced as a Winner in the UK-US PETs Prize Challengehttps://openmined.org/blog/openmined-deepmined-announced-as-a-winner-in-the-uk-us-pets-prize-challenge/https://openmined.org/blog/openmined-deepmined-announced-as-a-winner-in-the-uk-us-pets-prize-challenge/We’re thrilled to announce that OpenMined, in collaboration with DeepMind, has been named one of the winners in the first phase of the UK-US Privacy-Enhancing…Thu, 10 Nov 2022 19:03:00 GMTnewspolicystoriesOpenMined Featured Contributor: November 2022https://openmined.org/blog/openmined-featured-contributor-november-2022/https://openmined.org/blog/openmined-featured-contributor-november-2022/Github: @abhiwalia15Tue, 01 Nov 2022 19:51:39 GMTcommunityOpenMined Featured Contributor: October 2022https://openmined.org/blog/openmined-featured-contributor-october-2022/https://openmined.org/blog/openmined-featured-contributor-october-2022/Github: @curt-mitchSun, 02 Oct 2022 19:43:24 GMTcommunityAnnouncing Proof-of-Concept Support for TFF in PySyft 0.7https://openmined.org/blog/announcing-proof-of-concept-support-for-tff-in-pysyft-0-7/https://openmined.org/blog/announcing-proof-of-concept-support-for-tff-in-pysyft-0-7/Summary: We are excited to announce that, as a part of the 0.7 release of PySyft, it will be possible to construct TensorFlow Federated computations and run…Mon, 26 Sep 2022 16:33:18 GMTproductOpenMined Partners with Microsoft to Advance Privacy-Preserving AI Research for the Christchurch Callhttps://openmined.org/blog/openmined-partners-with-microsoft-to-advance-privacy-preserving-ai-research-for-the-christchurch-call/https://openmined.org/blog/openmined-partners-with-microsoft-to-advance-privacy-preserving-ai-research-for-the-christchurch-call/We’re excited to announce our partnership with Microsoft as part of the Christchurch Call Initiative on Algorithmic Outcomes, a critical multistakeholder…Tue, 20 Sep 2022 21:12:00 GMTnewsstoriesOpenMined Featured Contributor: September 2022https://openmined.org/blog/openmined-featured-contributor-september-2022/https://openmined.org/blog/openmined-featured-contributor-september-2022/Github: @bayegaspardFri, 02 Sep 2022 15:01:45 GMTcommunityOpenMined Featured Contributor: August 2022https://openmined.org/blog/openmined-featured-contributor-august-2022/https://openmined.org/blog/openmined-featured-contributor-august-2022/Github: @teo-mileaWed, 03 Aug 2022 09:05:15 GMTcommunityOpenMined Featured Contributor: July 2022https://openmined.org/blog/openmined-featured-contributor-july-2022/https://openmined.org/blog/openmined-featured-contributor-july-2022/Github: @factdroidFri, 01 Jul 2022 16:15:37 GMTcommunityCase Study – Federated privacy preserving analytics for secure collaboration among Telco and partners to improve customer engagementhttps://openmined.org/blog/federated-privacy-preserving-analytics-for-secure-collaboration-among-telco-and-partners-to-improve-customer-engagement/https://openmined.org/blog/federated-privacy-preserving-analytics-for-secure-collaboration-among-telco-and-partners-to-improve-customer-engagement/While consumers expect better customer experience and personalization from businesses, they are increasingly sensitive to privacy and how businesses utilize…Fri, 24 Jun 2022 11:37:02 GMTresearchRemote Data Science Part 3: Deploying a Single Domain Nodehttps://openmined.org/blog/remote-data-science-part-3-deploying-a-single-domain-node/https://openmined.org/blog/remote-data-science-part-3-deploying-a-single-domain-node/This post is a continuation of “Remote Data Science Part 2: Introduction to PySyft and PyGrid”. Previous blog was about introduction to PySyft, PyGrid and…Fri, 24 Jun 2022 09:05:19 GMTresearchOf Legal Tangles and Synthetic Datasets Part 4: HIPAA and Synthesishttps://openmined.org/blog/of-legal-tangles-and-synthetic-datasets-hipaa-and-synthesis/https://openmined.org/blog/of-legal-tangles-and-synthetic-datasets-hipaa-and-synthesis/Part 4: What is the impact of HIPAA on the generation and sharing of synthetic datasets?Fri, 24 Jun 2022 05:04:11 GMTpolicyRemote Data Science Part 2: Introduction to PySyft and PyGridhttps://openmined.org/blog/remote-data-science-part-2-introduction-to-pysyft-and-pygrid/https://openmined.org/blog/remote-data-science-part-2-introduction-to-pysyft-and-pygrid/This post is a continuation of “Remote Data Science Part 1: Today’s privacy challenges in BigData”. The previous blog talks about the importance of…Tue, 14 Jun 2022 07:40:09 GMTresearchOpenMined Featured Contributor: June 2022https://openmined.org/blog/openmined-contributor-spotlight/https://openmined.org/blog/openmined-contributor-spotlight/Github: @bitsofsteveWed, 01 Jun 2022 08:59:25 GMTcommunityRemote Data Science : Part 1 – Today’s privacy challenges in BigDatahttps://openmined.org/blog/remote-data-science-part-1-todays-privacy-challenges-in-bigdata-2/https://openmined.org/blog/remote-data-science-part-1-todays-privacy-challenges-in-bigdata-2/Today’s applications of AI for Big Data still face two significant challenges in answering the world’s most pressing questions. Some of the questions include…Thu, 26 May 2022 17:35:45 GMTresearchWork on AI’s most exciting frontier, no PhD required!https://openmined.org/blog/work-on-ais-most-exciting-frontier-no-phd-required/https://openmined.org/blog/work-on-ais-most-exciting-frontier-no-phd-required/OpenMined works on encrypted computation in the context of deep learning to provide FREE user-friendly Privacy Enhancing Technology (PETs) tools to the world…Wed, 11 May 2022 21:20:38 GMTfoundationLessons from Our Privacy Opportunity Part 3 – Real World Use Cases of PETshttps://openmined.org/blog/pets-real-world-use-cases/https://openmined.org/blog/pets-real-world-use-cases/PETs have a vast number of real-world use cases. Researchers, businesses, regulators, governments, media organisations, startups and consumers can all benefit…Wed, 11 May 2022 07:35:30 GMTresearchOf Legal Tangles and Synthetic Datasets Part 3: GDPR and Synthesishttps://openmined.org/blog/of-legal-tangles-and-synthetic-datasets-gdpr-and-synthesis/https://openmined.org/blog/of-legal-tangles-and-synthetic-datasets-gdpr-and-synthesis/Part 3: What is the impact of GDPR on the generation and sharing of synthetic datasets?Wed, 11 May 2022 05:20:13 GMTpolicyLessons from Our Privacy Opportunity – Part 2 The Structured Transparency Revolutionhttps://openmined.org/blog/lessons-from-our-privacy-opportunity-part-2/https://openmined.org/blog/lessons-from-our-privacy-opportunity-part-2/Structured Transparency \[1\] is a framework for creating ideal information flows that guarantees that certain data only flows to the right destination while…Wed, 04 May 2022 20:00:37 GMTresearchOpenMined Featured Contributor: May 2022https://openmined.org/blog/openmined-featured-contributor-may-2022/https://openmined.org/blog/openmined-featured-contributor-may-2022/Github: @fiza11Mon, 02 May 2022 17:27:59 GMTcommunityOpenMined Featured Contributor: April 2022https://openmined.org/blog/openmined-featured-contributor-april-2022/https://openmined.org/blog/openmined-featured-contributor-april-2022/Github: @pcullitonFri, 01 Apr 2022 09:00:00 GMTcommunityOf Legal Tangles and Synthetic Datasets Part 2: Legalityhttps://openmined.org/blog/of-legal-tangles-and-synthetic-datasets/https://openmined.org/blog/of-legal-tangles-and-synthetic-datasets/Part 2: Where does synthetic data stand when it comes to the laws that protect user privacy?Thu, 24 Mar 2022 05:59:18 GMTpolicyPrivacy Enhancing Technologies for the Insurance Domainhttps://openmined.org/blog/privacy-enhancing-technologies-for-the-insurance-domain/https://openmined.org/blog/privacy-enhancing-technologies-for-the-insurance-domain/Presently, the insurance and financial services sector face the classical data conundrum – there are troves of data available, yet not enough of it is usable…Mon, 21 Mar 2022 21:27:00 GMTresearchPragmatic Security for Collaborative Learninghttps://openmined.org/blog/pragmatic-security-for-collaborative-learning/https://openmined.org/blog/pragmatic-security-for-collaborative-learning/This is a summary of the talk by Jason Mancuso at the OpenMined Privacy Conference 2020.Mon, 21 Mar 2022 12:07:16 GMTresearchOpenMined Featured Contributor: March 2022https://openmined.org/blog/openmined-featured-contributor-march-2022/https://openmined.org/blog/openmined-featured-contributor-march-2022/Github: @IshanMiTue, 01 Mar 2022 18:23:37 GMTcommunityLessons from Our Privacy Opportunity: Part 1 Information flowshttps://openmined.org/blog/datas-fundamental-trade-off/https://openmined.org/blog/datas-fundamental-trade-off/This blog post is a summary of the lessons from the Private AI series, Course-1: Our Privacy Opportunity. In this post we will talk about the fundamental…Fri, 25 Feb 2022 00:00:00 GMTresearchOf Legal Tangles and Synthetic Datasets Part 1: Data disclosureshttps://openmined.org/blog/how-synthetic-data-can-leak-your-information/https://openmined.org/blog/how-synthetic-data-can-leak-your-information/Part 1: Laws protect user information and regulate PET including synthetic datasets. But what exact disclosures plague synthetic data?Fri, 25 Feb 2022 00:00:00 GMTpolicyClassifying the Challenges of Privacy Enhancing Technologies (PETs) in IoT Data Markets.https://openmined.org/blog/classifying-the-challenges-of-privacy-enhancing-technologies-pets-in-iot-data-markets/https://openmined.org/blog/classifying-the-challenges-of-privacy-enhancing-technologies-pets-in-iot-data-markets/The rise of Privacy Enhancing Technologies (PETs) has witnessed tremendous growth in recent years. A recent research publication from MIT \[1\] has placed…Fri, 11 Feb 2022 05:03:00 GMTresearchOpenMined Featured Contributor: February 2022https://openmined.org/blog/openmined-featured-contributor-february-2022/https://openmined.org/blog/openmined-featured-contributor-february-2022/Github: @rasswanth-sTue, 01 Feb 2022 19:00:39 GMTcommunityA gentle introduction for applying Differential Privacy with PipelineDPhttps://openmined.org/blog/a-gentle-introduction-for-applying-differential-privacy-with-pipelinedp/https://openmined.org/blog/a-gentle-introduction-for-applying-differential-privacy-with-pipelinedp/Today, we are proud to announce the Beta version of a framework for differential privacy in Python we call PipelineDP, which OpenMined built in tight…Fri, 28 Jan 2022 14:00:00 GMTresearchAnnouncing PipelineDPhttps://openmined.org/blog/announcing-pipelinedp-an-api-for-applying-differential-privacy-in-production/https://openmined.org/blog/announcing-pipelinedp-an-api-for-applying-differential-privacy-in-production/A big part of OpenMined’s mission is to make privacy preserving machine learning (PPML) accessible. Differential privacy is one of the most important PETs in…Fri, 28 Jan 2022 14:00:00 GMTnewsstoriesAnnouncing our partnership with Twitter to advance algorithmic transparencyhttps://openmined.org/blog/announcing-our-partnership-with-twitter-to-advance-algorithmic-transparency/https://openmined.org/blog/announcing-our-partnership-with-twitter-to-advance-algorithmic-transparency/Summary: As algorithms increasingly influence critical decisions in society, there is a growing call for third-party and public audits. However, concerns over…Thu, 20 Jan 2022 16:59:00 GMTnewsstoriesOf Privacy and Purse Stringshttps://openmined.org/blog/of-privacy-and-purse-strings/https://openmined.org/blog/of-privacy-and-purse-strings/A gentle introduction to privacy budgets and accountingSat, 08 Jan 2022 13:38:09 GMTresearchOpenMined Featured Contributor: January 2022https://openmined.org/blog/openmined-featured-contributor-january-2022/https://openmined.org/blog/openmined-featured-contributor-january-2022/Github: @mistryishan25Mon, 03 Jan 2022 15:12:36 GMTcommunityOpenMined Featured Contributor: December 2021https://openmined.org/blog/openmined-featured-contributor-november-2021/https://openmined.org/blog/openmined-featured-contributor-november-2021/LinkedIN:@gonzalo-munilla | Github:@gonzalo-munillag | Twitter:@g\_munillaThu, 09 Dec 2021 21:54:00 GMTcommunityIs My Fake Data Real Enough?https://openmined.org/blog/is-my-fake-data-real-enough/https://openmined.org/blog/is-my-fake-data-real-enough/Synthetic data and validation of its expected behaviorFri, 26 Nov 2021 05:30:07 GMTresearchCan privacy of medical images be ensured through proxy data?https://openmined.org/blog/can-privacy-of-medical-images-be-ensured-through-proxy-data/https://openmined.org/blog/can-privacy-of-medical-images-be-ensured-through-proxy-data/This is the summary of the paper ‘Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods’ that was presented at MICCAI PPML 2021Sat, 13 Nov 2021 17:36:04 GMTresearchOpenMined Featured Contributor: November 2021https://openmined.org/blog/openmined-featured-contributor-december-2021/https://openmined.org/blog/openmined-featured-contributor-december-2021/Github: @dhuynh95 | Twitter: @dhuynh95Tue, 09 Nov 2021 18:12:00 GMTcommunityOpenMined Featured Contributor: October 2021https://openmined.org/blog/openmined-featured-contributor-october-2021/https://openmined.org/blog/openmined-featured-contributor-october-2021/Github: @dnabanita7 | Twitter: @explorer\_07Sun, 31 Oct 2021 08:00:00 GMTcommunityCOINSTAC: Decentralized, Differentially Private Application for Neuroimaginghttps://openmined.org/blog/coinstac-decentralized-differentially-private-application-for-neuroimaging/https://openmined.org/blog/coinstac-decentralized-differentially-private-application-for-neuroimaging/MOTIVATION BEHIND THE TALKFri, 29 Oct 2021 08:55:19 GMTresearchDesign a federated learning system in seven stepshttps://openmined.org/blog/design-a-federated-learning-system-in-seven-steps/https://openmined.org/blog/design-a-federated-learning-system-in-seven-steps/Companies like Google and Apple have pioneered federated learning as a way to build higher performing machine learning models on distributed datasets without…Fri, 29 Oct 2021 00:00:00 GMTresearchFully Homomorphic Encryption (FHE) Frameworkshttps://openmined.org/blog/brief-history-of-homomorphic-encryption-frameworks/https://openmined.org/blog/brief-history-of-homomorphic-encryption-frameworks/Homomorphic Encryption cryptosystem is a cryptosystem whose decryption is a morphism.Fri, 01 Oct 2021 10:00:00 GMTresearchUnderstanding the role of Privacy Enhancing Technologies (PETs) in the IoT Data Market.https://openmined.org/blog/understanding-the-role-of-privacy-enhancing-technologies-pets-in-the-iot-data-market/https://openmined.org/blog/understanding-the-role-of-privacy-enhancing-technologies-pets-in-the-iot-data-market/The data generated by the Internet of Things (IoT) is leading a positive transformation across industries, not only in traditional ones such as manufacturing…Fri, 01 Oct 2021 00:00:00 GMTresearchOpenMined Featured Contributor: September 2021https://openmined.org/blog/openmined-featured-contributor-september-2021/https://openmined.org/blog/openmined-featured-contributor-september-2021/Github: @youben11 | Twitter: @y0ouben11Thu, 30 Sep 2021 08:00:00 GMTcommunityMaking autonomous vehicles robust with active learning, federated learning & V2X communicationhttps://openmined.org/blog/making-autonomous-vehicles-robust-active-learning-federated-learning-v2x/https://openmined.org/blog/making-autonomous-vehicles-robust-active-learning-federated-learning-v2x/Recent advances in various machine learning techniques have propelled the enhancement of the autonomous vehicles’ industry. The idea is to couple active…Fri, 03 Sep 2021 08:18:00 GMTresearchStep by step Towards the Differential Privacy: Randomized Response in Privacyhttps://openmined.org/blog/randomized-response-in-privacy/https://openmined.org/blog/randomized-response-in-privacy/“P_rivacy is obtained by the process, there are no “good” or “bad” responses”\[3\]_Tue, 31 Aug 2021 09:00:00 GMTresearchOpenMined Featured Contributor: August 2021https://openmined.org/blog/openmined-featured-contributor-august-2021-2/https://openmined.org/blog/openmined-featured-contributor-august-2021-2/LinkedIN: @georgemuraru | Github: @gmuraru | Twitter: @georgemuraruTue, 31 Aug 2021 08:00:00 GMTcommunityOpenMined Featured Contributor: July 2021https://openmined.org/blog/openmined-featured-contributor-july-2021-2/https://openmined.org/blog/openmined-featured-contributor-july-2021-2/LinkedIN: @irinabejan | Github: @irinaMbejanSat, 31 Jul 2021 08:00:00 GMTcommunityInstall PySyft using Condahttps://openmined.org/blog/install/https://openmined.org/blog/install/PySyft is a Python library for secure and private Deep Learning. It uses Federated Learning, Differential Privacy, and Encrypyted Computation to decouple…Fri, 23 Jul 2021 13:00:00 GMTproductYes, privacy is worth the effort. Here’s whyhttps://openmined.org/blog/internal-incentives-for-privacy/https://openmined.org/blog/internal-incentives-for-privacy/When we advocate for privacy, we tend to concentrate on the negative consequences of privacy violations \[56; 32; 19; 50\]. These portrayals are extremely…Tue, 06 Jul 2021 08:00:00 GMTresearchOpenMined Featured Contributor: June 2021https://openmined.org/blog/openmined-featured-contributor-june-2021/https://openmined.org/blog/openmined-featured-contributor-june-2021/Github: @gkaissis | Twitter: @gkaissisWed, 30 Jun 2021 08:00:00 GMTcommunityInterview with Chinmay Shah: Differential Privacy Team Lead at OpenMinedhttps://openmined.org/blog/interview-with-chinmay-shah-dp-team-lead-at-openmined/https://openmined.org/blog/interview-with-chinmay-shah-dp-team-lead-at-openmined/In the privacy research community, Differential Privacy has become the gold standard and is an active area of research. In essence, Differential Privacy (DP)…Tue, 29 Jun 2021 07:21:55 GMTcommunityThe Next Generation of Data Ethics Toolshttps://openmined.org/blog/the-next-generation-of-data-ethics-tools/https://openmined.org/blog/the-next-generation-of-data-ethics-tools/In the last few years, the idea that there are some big concerns about the impact of technology on people and the planet has been slowly creeping into the…Wed, 23 Jun 2021 10:58:56 GMTresearchPrivate AI: Machine Learning on Encrypted Datahttps://openmined.org/blog/private-ai-machine-learning-on-encrypted-data/https://openmined.org/blog/private-ai-machine-learning-on-encrypted-data/Let us begin by looking at a generic Machine Learning (ML) algorithm that takes in our data as input and outputs some kind of decision – a classification…Tue, 22 Jun 2021 08:00:00 GMTresearchLocal sensitivity for differential privacy from scratchhttps://openmined.org/blog/local-sensitivity/https://openmined.org/blog/local-sensitivity/The goal of this notebook is to implement the calculation of local sensitivity from scratch. I benchmarked the results of these experiments against the results…Tue, 15 Jun 2021 07:00:00 GMTresearchStructured Transparency Continued: Verifying Inputs and Outputshttps://openmined.org/blog/structured-transparency/https://openmined.org/blog/structured-transparency/The first post of the Private AI series was all about information flows and how they are fundamental to our society. We also learned about how information…Tue, 08 Jun 2021 09:14:00 GMTresearchPrivate Deep Learning of Medical Data for Hospitals using Federated Learning and Differential Privacyhttps://openmined.org/blog/private-deep-learning-of-medical-data-for-hospitals-using-federated-learning-and-differential-privacy/https://openmined.org/blog/private-deep-learning-of-medical-data-for-hospitals-using-federated-learning-and-differential-privacy/Speakers: Kritika Prakash , Lucile Saulnier, Dmitrii Usynin, Zarreen Naowal RezaFri, 04 Jun 2021 07:00:00 GMTresearchGlobal sensitivity for differential privacy from scratchhttps://openmined.org/blog/global-sensitivity/https://openmined.org/blog/global-sensitivity/This notebook aims to showcase two functions, one that implements sensitivity based on the unbounded differential privacy (DP) definition, and another that…Tue, 01 Jun 2021 07:00:00 GMTresearchOpenMined Featured Contributor: May 2021https://openmined.org/blog/openmined-featured-contributor-may-2021/https://openmined.org/blog/openmined-featured-contributor-may-2021/Github: @tcp | Twitter: @1tcp | LinkedIN: @thiagocostaportoMon, 31 May 2021 08:00:00 GMTcommunityDefining Privacy Techhttps://openmined.org/blog/turrecha-defining-privacy-tech/https://openmined.org/blog/turrecha-defining-privacy-tech/\Originally published by [Lourdes M. Turrecha in the Privacy & Technology Medium blog. Part 2 of this privacy tech series will provide a framework for…Sat, 29 May 2021 08:39:48 GMTresearchNeural Networks as Steganographic Vehicleshttps://openmined.org/blog/neural-networks-as-steganographic-vehicles/https://openmined.org/blog/neural-networks-as-steganographic-vehicles/Steganography is the art of hiding information. Whereas cryptography aims to prevent people understanding information once it has been found, the goal of…Thu, 20 May 2021 15:19:52 GMTresearchDifferential Privacy from Program Analysis Perspectivehttps://openmined.org/blog/differential-privacy-from-program-analysis-perspective-an-interview-with-yuxin-wang-a-rising-star-in-programming-analysis-of-differential-privacy/https://openmined.org/blog/differential-privacy-from-program-analysis-perspective-an-interview-with-yuxin-wang-a-rising-star-in-programming-analysis-of-differential-privacy/‌ ‌Wed, 19 May 2021 13:57:00 GMTresearchConfidential Computing Explained. Part 2 : Attestationhttps://openmined.org/blog/confidential-computing-explained-part-2-attestation/https://openmined.org/blog/confidential-computing-explained-part-2-attestation/Confidential computing explained:Wed, 19 May 2021 05:53:47 GMTresearchDifferential Identifiabilityhttps://openmined.org/blog/differential-identifiability/https://openmined.org/blog/differential-identifiability/Notebook (The HTML file is too large for viewing in GitHub, the fastest way to access the content is to download the HTML file and open it with your browser)Fri, 07 May 2021 12:37:54 GMTresearchOpenMined Featured Contributor: April 2021https://openmined.org/blog/openmined-featured-contributor-april-2021/https://openmined.org/blog/openmined-featured-contributor-april-2021/Github: @mireshghallah | Twitter: @limufarFri, 30 Apr 2021 08:00:00 GMTcommunityConfidential computing explained. Part 1: introductionhttps://openmined.org/blog/confidential-computing-explained-part-1-introduction/https://openmined.org/blog/confidential-computing-explained-part-1-introduction/Confidential computing explained:Tue, 27 Apr 2021 06:53:53 GMTresearchInstalling PySyft v0.5.0 with PyGrid on a Raspberry Pi 4https://openmined.org/blog/installing-pysyft-0-5-0rc1-on-a-raspberry-pi-4/https://openmined.org/blog/installing-pysyft-0-5-0rc1-on-a-raspberry-pi-4/The PySyft framework enables practitioners and stakeholders in the AI domain to leverage the potential of Federated Learning. This method is part of privacy…Mon, 19 Apr 2021 14:21:10 GMTproductChoosing Epsilon for Differential Privacyhttps://openmined.org/blog/choosing-epsilon/https://openmined.org/blog/choosing-epsilon/The notebook behind this post implements the following paper from 2011 with around 20 citations, How Much Is Enough? Choosing Epsilon for Differential Privacy…Sun, 18 Apr 2021 13:51:43 GMTresearchBuilding Differential Privacy at Scalehttps://openmined.org/blog/building-differential-privacy-at-scale/https://openmined.org/blog/building-differential-privacy-at-scale/This is the summary of the talk “Building differential privacy at scale” by Miguel Guevara ( Product Manager at Google) at the OpenMined Privacy Conference…Sat, 17 Apr 2021 10:58:40 GMTresearchPRIMAL: a framework for secure evaluation of neural networkshttps://openmined.org/blog/untitled-4/https://openmined.org/blog/untitled-4/Daniel Escudero talked about PRIMAL, a framework for Private Machine Learning. In particular, he discussed the features of PRIMAL, its architectural design…Fri, 09 Apr 2021 15:59:49 GMTresearchAdaptive Federated Optimizationhttps://openmined.org/blog/adaptive-federated-optimization/https://openmined.org/blog/adaptive-federated-optimization/Federated Learning (FL) is a distributed machine learning paradigm where several client devices coordinate with a server in performing on-device model training…Fri, 09 Apr 2021 02:00:00 GMTresearchOpenMined Featured Contributor: March 2021https://openmined.org/blog/openmined-featured-contributor-march-2021/https://openmined.org/blog/openmined-featured-contributor-march-2021/LinkedIN: @tudorcebere | Github: @tudorcebere | Twitter: @tcebereWed, 31 Mar 2021 08:00:00 GMTcommunityLocal vs Global Differential Privacyhttps://openmined.org/blog/basics-local-differential-privacy-vs-global-differential-privacy/https://openmined.org/blog/basics-local-differential-privacy-vs-global-differential-privacy/Summary: We learn best with toy code we can play with and diving into the documentations. This beginner friendly blog post covers a quick and easy explanation…Tue, 30 Mar 2021 16:11:05 GMTresearchPrivacy Series Basics: Definitionhttps://openmined.org/blog/privacy-series-basics-definition/https://openmined.org/blog/privacy-series-basics-definition/Summary: Sometimes knowing the basics is important! This beginner friendly blog post covers a quick and easy introduction to Differential Privacy Definition…Tue, 30 Mar 2021 16:03:21 GMTresearchDifferential Privacy using PyDPhttps://openmined.org/blog/differential-privacy-using-pydp/https://openmined.org/blog/differential-privacy-using-pydp/Differential privacy aims at addressing the paradox of learning nothing about an individual while learning useful information about a population. In essence…Sun, 21 Mar 2021 17:57:57 GMTresearchAnnouncing OpenMined Google Summer of Code 2021https://openmined.org/blog/announcing-openmined-google-summer-of-code-2021/https://openmined.org/blog/announcing-openmined-google-summer-of-code-2021/We’re are very excited to announce that OpenMined was yet again selected as a mentor organization for Google Summer of Code (GSoC 2021)! This post contains…Thu, 18 Mar 2021 07:33:49 GMTcommunityReleasing the Second Course in The Private AI Serieshttps://openmined.org/blog/releasing-the-second-course-in-the-private-ai-series/https://openmined.org/blog/releasing-the-second-course-in-the-private-ai-series/We’re excited to announce the release of the next course in The Private AI Series, Foundations of Private Computation. In this course, you’ll learn how to use…Sun, 14 Mar 2021 16:22:46 GMTnewsStructured Transparency: Ensuring Input and Output Privacyhttps://openmined.org/blog/structured-transparency-input-output-privacy/https://openmined.org/blog/structured-transparency-input-output-privacy/The first post of the Private AI series was all about information flows and how they are fundamental to our society. We also learned about how information…Sun, 14 Mar 2021 12:36:05 GMTresearchAI Privacy and Compliancehttps://openmined.org/blog/ai-privacy-and-compliance/https://openmined.org/blog/ai-privacy-and-compliance/Privacy is becoming increasingly valuable. As more individuals learn of the risks of data breaches, their own vulnerability to AI monitoring, and their rights…Thu, 11 Mar 2021 17:28:31 GMTresearchOpenMined Featured Contributor: February 2021https://openmined.org/blog/openmined-featured-contributor-january-2021-2/https://openmined.org/blog/openmined-featured-contributor-january-2021-2/Github: @balapriyacSun, 28 Feb 2021 08:00:00 GMTcommunityAdvances and Open Problems in Federated Learninghttps://openmined.org/blog/advances-and-open-problems-in-federated-learning/https://openmined.org/blog/advances-and-open-problems-in-federated-learning/This blog post is inspired by Peter Kairouz’s talk titled ‘Advances and Open Problems in Federated Learning’ at the OpenMined Privacy Conference 2020.Wed, 24 Feb 2021 11:44:07 GMTresearchScrambling Memorized Info in GPT-2https://openmined.org/blog/scrambling-memorized-info-in-gpt-2/https://openmined.org/blog/scrambling-memorized-info-in-gpt-2/Since OpenAI’s release of GPT-2 in 2019 and GPT-3 in 2020, users have praised them for generating remarkably human-like text.Tue, 23 Feb 2021 07:30:35 GMTresearchLimitations of Information Flowshttps://openmined.org/blog/limitations-of-information-flows/https://openmined.org/blog/limitations-of-information-flows/In the first post of the Private AI series we covered information flows and how they are fundamental to our society and human collaboration. We also learned…Fri, 19 Feb 2021 03:20:14 GMTresearchSociety Runs on Information Flowshttps://openmined.org/blog/society-runs-on-information-flows/https://openmined.org/blog/society-runs-on-information-flows/OpenMined’s Private AI Series is aimed at facilitating the learner with awareness on the impact of privacy across industries and with working knowledge to…Thu, 11 Feb 2021 12:18:14 GMTresearchWhy Venture Capitalists are Interested in Privacy Investing Nowhttps://openmined.org/blog/untitled-2/https://openmined.org/blog/untitled-2/This is a conference talk summary from the OpenMined Privacy Conference 2020Thu, 04 Feb 2021 23:32:24 GMTresearchCall to Research Study on Privacy-Preserving AI for Mental Healthhttps://openmined.org/blog/call-to-research-study-on-ppai-for-mental-health/https://openmined.org/blog/call-to-research-study-on-ppai-for-mental-health/As we know, our emotional, psychological, and social well-being affect the way we think, feel, and act, and are attributed to mental health. It is important…Tue, 02 Feb 2021 11:50:47 GMTcommunityOpenMined Featured Contributor: January 2021https://openmined.org/blog/openmined-featured-contributor-january-2021/https://openmined.org/blog/openmined-featured-contributor-january-2021/LinkedIN: @helenabarmer | Github: @helenabarmer | Twitter: @psNoBugsFri, 29 Jan 2021 18:50:17 GMTcommunityDuet Demo – How to do data science on data owned by a different organizationhttps://openmined.org/blog/duet-demo-how-to-do-data-science-on-data-owned-by-a-different-organization/https://openmined.org/blog/duet-demo-how-to-do-data-science-on-data-owned-by-a-different-organization/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Thu, 28 Jan 2021 16:03:23 GMTproductWhat’s in the TensorFlow Federated (TFF) box?https://openmined.org/blog/tensorflow-federated-tff-2/https://openmined.org/blog/tensorflow-federated-tff-2/TensorFlow Federated(TFF) is a new development framework for Federated Computations, that typically involve computations on data that is born decentralized and…Thu, 28 Jan 2021 07:10:10 GMTresearchThe Lightness of Being Forgottenhttps://openmined.org/blog/the-lightness-of-being-forgotten/https://openmined.org/blog/the-lightness-of-being-forgotten/The use of my private information has long bothered me. I probably rank high on the scale of those who take measures to push back against recommendation…Wed, 27 Jan 2021 17:26:56 GMTresearchHow to Protect Your Privacy Online (right now)?https://openmined.org/blog/how-to-protect-your-privacy-online-right-now/https://openmined.org/blog/how-to-protect-your-privacy-online-right-now/Since you clicked open the link to this post, may I be so bold as to assume that you, my dear reader, are as concerned about internet privacy as we are at…Thu, 14 Jan 2021 14:57:07 GMTresearchTempered Sigmoid Activations for Deep Learning with Differential Privacyhttps://openmined.org/blog/tempered-sigmoid-activations/https://openmined.org/blog/tempered-sigmoid-activations/Today, machine learning models are widely used in several applications, including those involving sensitive data, such as deep learning systems in the…Wed, 30 Dec 2020 17:35:18 GMTresearchOpenMined Featured Contributor: December 2020https://openmined.org/blog/openmined-featured-contributor-december-2020/https://openmined.org/blog/openmined-featured-contributor-december-2020/LinkedIN: ayrelaura | Github: @metrix1010 | Twitter: @ayrelauraThu, 24 Dec 2020 00:05:47 GMTcommunityPrivacyRaven: Comprehensive Privacy Testing for Deep Learninghttps://openmined.org/blog/privacyraven-comprehensive-privacy-testing-for-deep-learning/https://openmined.org/blog/privacyraven-comprehensive-privacy-testing-for-deep-learning/This is a summary of Suha S. Hussain’s talk at the OpenMined Privacy Conference 2020 on PrivacyRaven – a comprehensive testing framework for simulating privacy…Fri, 04 Dec 2020 18:18:22 GMTresearchOpenMined Featured Contributor: November 2020https://openmined.org/blog/openmined-featured-contributor-november-2020/https://openmined.org/blog/openmined-featured-contributor-november-2020/LinkedIN: madhavajay | Github: @madhavajay | Twitter: @madhavajayMon, 30 Nov 2020 19:13:24 GMTcommunityConference Summary: End-to-end privacy-preserving deep learning on multi-institutional medical imaging datahttps://openmined.org/blog/conference-summary-end-to-end-privacy-preserving-deep-learning-on-multi-institutional-medical-imaging-data/https://openmined.org/blog/conference-summary-end-to-end-privacy-preserving-deep-learning-on-multi-institutional-medical-imaging-data/Speaker: Dr.Georgios Kaisssis, MHBAThu, 26 Nov 2020 12:09:06 GMTresearchAI Singapore’s Journey into the World of Federated Learning Powered by PySyfthttps://openmined.org/blog/ai-singapores-journey-into-the-world-of-federated-learning-powered-by-pysyft/https://openmined.org/blog/ai-singapores-journey-into-the-world-of-federated-learning-powered-by-pysyft/We’re excited to share highlights from Dr. Jianshu Weng’s recent session at the Open Data Science Conference (ODSC), one of the world’s premier gatherings for…Tue, 24 Nov 2020 16:45:00 GMTproductpolicyPrivacy Teaching Series: What is Functional Encryption?https://openmined.org/blog/privacy-teaching-series-what-is-functional-encryption/https://openmined.org/blog/privacy-teaching-series-what-is-functional-encryption/Encryption is a great way to secure the data and allow only authorized users to access it. And if you are not an authorized user, then you sit with a bunch of…Mon, 23 Nov 2020 00:46:16 GMTresearchConference Talk Summary: Privacy-Preserving Natural Language Processing by Fatemehsadat Mireshghallahhttps://openmined.org/blog/conference-talk-summary-fatemehsadat-mireshghallah-privacy-preserving-natural-language-processing/https://openmined.org/blog/conference-talk-summary-fatemehsadat-mireshghallah-privacy-preserving-natural-language-processing/Summary: This blog post summarizes Fatemeh’s Talk on privacy preserving NLP, showing the threats and mitigations with vulnerabilities in the NLP pipeline.Mon, 23 Nov 2020 00:44:07 GMTresearchNotes from OM August Paper Sessionhttps://openmined.org/blog/om-monthly-paper-sessions-august-bulletin-draft_version/https://openmined.org/blog/om-monthly-paper-sessions-august-bulletin-draft_version/The Reviewed Paper: Preserving Differential Privacy in Convolutional Deep Belief NetworksFri, 20 Nov 2020 07:43:08 GMTresearchCKKS explained, Part 5: Rescalinghttps://openmined.org/blog/ckks-explained-part-5-rescaling/https://openmined.org/blog/ckks-explained-part-5-rescaling/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 19 Nov 2020 06:45:51 GMTresearchPrivacy-Preserving Tech – Tools for Safe Data Usehttps://openmined.org/blog/privacy-preserving-tech-tools-for-safe-data-use/https://openmined.org/blog/privacy-preserving-tech-tools-for-safe-data-use/Across research institutions, personal devices, and private companies, humankind is gathering a huge amount of information about ourselves at an incredible…Tue, 17 Nov 2020 11:57:45 GMTresearchConference Talk Summary: Helen Nissenbaum – Privacy, Contextual Integrity, and Obfuscationhttps://openmined.org/blog/conference-talk-summary-helen-nissenbaum-privacy-contextual-integrity-and-obfuscation/https://openmined.org/blog/conference-talk-summary-helen-nissenbaum-privacy-contextual-integrity-and-obfuscation/Dr. Helen Nissenbaum is one of the world’s most influential philosophers in the privacy space. She is the author of “Privacy in Context: Technology, Policy…Fri, 13 Nov 2020 12:29:27 GMTresearchAnnouncing the Private AI Serieshttps://openmined.org/blog/announcing-the-private-ai-series/https://openmined.org/blog/announcing-the-private-ai-series/Our goal at OpenMined is to build a new future by lowering the barrier-to-entry to privacy technologies. To this end, we’ve built tools such as PySyft and…Thu, 12 Nov 2020 20:00:00 GMTnewsA Peek into Synergos – AI Singapore’s Federated Learning System Built on top of PySyfthttps://openmined.org/blog/a-peek-into-synergos-ai-singapores-federated-learning-system-built-on-top-of-pysyft/https://openmined.org/blog/a-peek-into-synergos-ai-singapores-federated-learning-system-built-on-top-of-pysyft/AI Singapore unveiled Synergos, their innovative federated learning system built on top of OpenMined’s PySyft library. Synergos leverages PySyft’s core…Tue, 10 Nov 2020 17:26:00 GMTproductWhat is e-voting, and which problems could it help solve?https://openmined.org/blog/what-is-e-voting-and-which-problems-could-it-help-solve/https://openmined.org/blog/what-is-e-voting-and-which-problems-could-it-help-solve/The 2020 U.S. presidential election has been, to put it bluntly, a nail-biter. It is, at time of writing, over two days since the voting booths began to close…Thu, 05 Nov 2020 19:24:54 GMTresearchDuet & OpenGrid – Infrastructure for Easy Remote Data Sciencehttps://openmined.org/blog/duet-opengrid-infrastructure-for-easy-remote-data-science/https://openmined.org/blog/duet-opengrid-infrastructure-for-easy-remote-data-science/Across research institutions, personal devices, and private companies, humankind is gathering a huge amount of information about ourselves at an incredible…Tue, 03 Nov 2020 00:10:47 GMTproductFederated Learning on Vessel Segmentationhttps://openmined.org/blog/federated-learning-on-vessel-segmentation/https://openmined.org/blog/federated-learning-on-vessel-segmentation/Suppose you are a part of a medical organization, (for example MO-A) and you are working on a model to detect blood vessels in retina. Now, the problem arises…Mon, 02 Nov 2020 22:41:39 GMTresearchCKKS explained, Part 4: Multiplication and Relinearizationhttps://openmined.org/blog/ckks-explained-part-4-multiplication-and-relinearization/https://openmined.org/blog/ckks-explained-part-4-multiplication-and-relinearization/This post is part of our Privacy-Preserving Data Science, Explained series.Mon, 02 Nov 2020 07:19:15 GMTresearchOpenMined Featured Contributor: October 2020https://openmined.org/blog/openmined-featured-contributor-october-2020/https://openmined.org/blog/openmined-featured-contributor-october-2020/Website: confusedmatrix | Github: @confusedmatrix | Twitter: @confusedmatrixThu, 29 Oct 2020 20:46:55 GMTcommunityHow to setup PySyft on Windows 10https://openmined.org/blog/how-to-setup-pysyft-on-windows-10/https://openmined.org/blog/how-to-setup-pysyft-on-windows-10/In this tutorial, you are going to learn how to setup PySyft, a privacy-preserving machine learning framework, on Windows 10. Presently, we are going to work…Tue, 27 Oct 2020 10:58:27 GMTproductOpenMined + Gensyn Partnership for Federated Learning within Financehttps://openmined.org/blog/openmined-gensyn-partnership-federated-learning-finance/https://openmined.org/blog/openmined-gensyn-partnership-federated-learning-finance/Our mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies through free…Fri, 16 Oct 2020 14:03:58 GMTnewsstoriesOpenMined + Devron partnership for Cross-Organization Federated Learninghttps://openmined.org/blog/openmined-devron-partner-crossorg-federated-learning/https://openmined.org/blog/openmined-devron-partner-crossorg-federated-learning/Our mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies through free…Fri, 16 Oct 2020 14:02:29 GMTnewsstoriesWhat are Zero Knowledge Proofs?https://openmined.org/blog/zero-knowledge-proof/https://openmined.org/blog/zero-knowledge-proof/This post is part of our Privacy-Preserving Data Science, Explained series.Tue, 06 Oct 2020 15:33:33 GMTresearchOpenMined Featured Contributors: September 2020https://openmined.org/blog/openmined-featured-contributors-september-2020/https://openmined.org/blog/openmined-featured-contributors-september-2020/This month we’re highlighting seven contributors who worked together on Beta Bootcamp’s tech team. ‌Sun, 27 Sep 2020 19:52:10 GMTcommunityWhat it’s like to join the OpenMined Communityhttps://openmined.org/blog/education-openmined/https://openmined.org/blog/education-openmined/OpenMined aims to lower the barrier to entry in privacy preserving AI by offering a substantial fee free learning opportunity that can potentially lead to a…Sat, 26 Sep 2020 13:16:10 GMTcommunityWhat is [Meaningful Privacy]*https://openmined.org/blog/meaningful-privacy/https://openmined.org/blog/meaningful-privacy/Meaningful privacy and how it is applied in technology will be the focus of 60 privacy preserving leaders from around the globe during the OpenMined Privacy…Fri, 25 Sep 2020 08:57:47 GMTresearchPrivacy AI startups & the OpenMined open-source communityhttps://openmined.org/blog/privacyaistartups/https://openmined.org/blog/privacyaistartups/OpenMined has built vibrant relationships with numerous startups, who are leveraging privacy AI technologies as a core part of their offering. In this panel…Thu, 24 Sep 2020 21:26:29 GMTcommunityCollecting the Debt to the Women of the Artificial Intelligence Communityhttps://openmined.org/blog/womenintheaispace/https://openmined.org/blog/womenintheaispace/There is a good chance you are reading this article on a laptop, tablet, or smartphone. There is an even greater chance that thanks to a woman, your piece of…Thu, 24 Sep 2020 21:22:07 GMTcommunityCan Privacy Technology Help Solve Cancer? Alzheimers? Dementia? Depression?https://openmined.org/blog/privateaihealthcareapplications/https://openmined.org/blog/privateaihealthcareapplications/On Sept 26 & 27 • For your LOCAL times please see: agenda linkTue, 22 Sep 2020 17:56:57 GMTresearchPrivate Deep Learning of Medical Data for Hospitals using Federated Learning and Differential privacyhttps://openmined.org/blog/featuredspeakerpricon2020/https://openmined.org/blog/featuredspeakerpricon2020/Featuring Dmitrii Usynin – Speaker at #PriCon2020 – Sept 26 & 27Mon, 21 Sep 2020 17:29:45 GMTresearchUnderstanding the Types of Federated Learninghttps://openmined.org/blog/federated-learning-types/https://openmined.org/blog/federated-learning-types/In this article I’ll attempt to untangle and disambiguate some terms that have emerged to describe different Federated Learning scenarios and implementations…Mon, 21 Sep 2020 15:31:32 GMTresearchCompanies have too much access to our data, while researchers often have too little. Which problem is OpenMined trying to solve?https://openmined.org/blog/which-problem-is-openmined-trying-to-solve/https://openmined.org/blog/which-problem-is-openmined-trying-to-solve/We build and invent technology to improve our lives. Until recently, most technology improved our lives without needing any information about us – think of a…Mon, 21 Sep 2020 15:23:54 GMTpolicyEncrypted Inference using ResNet-18https://openmined.org/blog/encrypted-inference-resnet18/https://openmined.org/blog/encrypted-inference-resnet18/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Tue, 15 Sep 2020 08:00:00 GMTresearchCKKS explained, Part 3: Encryption and Decryptionhttps://openmined.org/blog/ckks-explained-part-3-encryption-and-decryption/https://openmined.org/blog/ckks-explained-part-3-encryption-and-decryption/This post is part of our Privacy-Preserving Data Science, Explained series.Mon, 14 Sep 2020 06:41:59 GMTresearchPrivacy Preserving AI Summary Part 2: MIT Deep Learning Serieshttps://openmined.org/blog/privacy-preserving-ai-summary-part-2-mit-deep-learning-series/https://openmined.org/blog/privacy-preserving-ai-summary-part-2-mit-deep-learning-series/This article briefly discusses the key ideas covered in Part 2 of this lecture by Andrew Trask, which is part of the MIT Deep Learning Series on YouTube.Thu, 10 Sep 2020 07:40:06 GMTresearchCKKS explained, Part 2: Full Encoding and Decodinghttps://openmined.org/blog/ckks-explained-part-2-ckks-encoding-and-decoding/https://openmined.org/blog/ckks-explained-part-2-ckks-encoding-and-decoding/This post is part of our Privacy-Preserving Data Science, Explained series.Mon, 07 Sep 2020 14:35:21 GMTresearchSpeech Command Prediction with Federated Learninghttps://openmined.org/blog/speech-command-prediction-with-federated-learning/https://openmined.org/blog/speech-command-prediction-with-federated-learning/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Mon, 07 Sep 2020 11:22:19 GMTresearchA list of Companies, Startups, and Projects in the Privacy Spacehttps://openmined.org/blog/list-of-companies-in-privacy/https://openmined.org/blog/list-of-companies-in-privacy/The data protection market is estimated to reach $119 billion by 2022 — this projection highlights the pivotal role the field has in society. We constantly…Thu, 03 Sep 2020 14:38:56 GMTresearchSummarizing OpenMined Research Presentations: 25 July 2020https://openmined.org/blog/research-presentations-25-july-2020-talk-summary/https://openmined.org/blog/research-presentations-25-july-2020-talk-summary/Summary: This blog post provides a summary for each of the Research Talk’s presented during the OpenMined Research Presentations: 25 July 2020. Here is the…Thu, 03 Sep 2020 12:29:59 GMTresearchCKKS explained: Part 1, Vanilla Encoding and Decodinghttps://openmined.org/blog/ckks-explained-part-1-simple-encoding-and-decoding/https://openmined.org/blog/ckks-explained-part-1-simple-encoding-and-decoding/This post is part of our Privacy-Preserving Data Science, Explained series.Tue, 01 Sep 2020 12:45:18 GMTresearchOpenMined Featured Contributor: August 2020https://openmined.org/blog/openmined-featured-contributor-august-2020/https://openmined.org/blog/openmined-featured-contributor-august-2020/Website: @KritikaPrakash | Github: @Kritikalcoder | Twitter: @kritipraksTue, 01 Sep 2020 11:50:16 GMTcommunityMeta Introduces Opacus: A High-Speed Privacy Library for PyTorch with OpenMined Integrationhttps://openmined.org/blog/meta-introduces-opacus-a-high-speed-privacy-library-for-pytorch-with-openmined-integration/https://openmined.org/blog/meta-introduces-opacus-a-high-speed-privacy-library-for-pytorch-with-openmined-integration/Meta has released Opacus, a high-speed library designed to train PyTorch models with differential privacy (DP) that significantly outperforms existing methods…Mon, 31 Aug 2020 21:30:00 GMTnewsproductstoriesDifferentially Private Deep Learning in 20 lines of code: How to use the PyTorch Opacus Libraryhttps://openmined.org/blog/differentially-private-deep-learning-using-opacus-in-20-lines-of-code/https://openmined.org/blog/differentially-private-deep-learning-using-opacus-in-20-lines-of-code/Summary: I learn best from toy code I can play with. This tutorial teaches Differentially Private Deep Learning using a recently released library called Opacus…Mon, 31 Aug 2020 19:21:36 GMTresearchOpenMined is officially listed as a Digital Public Good!https://openmined.org/blog/openmined-is-officially-listed-as-a-digital-public-good/https://openmined.org/blog/openmined-is-officially-listed-as-a-digital-public-good/We are so proud to announce that OpenMined has been listed as a Digital Public Good!Mon, 24 Aug 2020 14:27:05 GMTnewsOpenMined + GENBU Partnership for Open-Source Developmenthttps://openmined.org/blog/genbu-partnership/https://openmined.org/blog/genbu-partnership/Our mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies through free…Mon, 24 Aug 2020 13:32:15 GMTnewsstoriesGPT-3 is incredible. Privacy will make it truly realizable.https://openmined.org/blog/gpt-3-and-privacy/https://openmined.org/blog/gpt-3-and-privacy/There has been an extraordinary amount of hype attributed to Open AI’s recent GPT-3 API launch —it is very well-deserved.Thu, 20 Aug 2020 23:15:38 GMTpolicyHow GANs can cause a Privacy Breach in Federated Deep Learninghttps://openmined.org/blog/how-gans-can-cause-a-privacy-breach-in-federated-deep-learning/https://openmined.org/blog/how-gans-can-cause-a-privacy-breach-in-federated-deep-learning/Research has shown that it is possible to launch an attack where a malicious user uses Generative adversarial network (GANs) to recreate samples of another…Wed, 19 Aug 2020 18:19:29 GMTresearchHow to Get Involved in OpenMinedhttps://openmined.org/blog/how-to-get-involved-into-openmined/https://openmined.org/blog/how-to-get-involved-into-openmined/Thank you for your interest in getting involved in OpenMined. Let’s dive in on how you can help us make privacy preserving technology.Wed, 19 Aug 2020 10:43:34 GMTcommunityWhat is PyVertical?https://openmined.org/blog/what-is-pyvertical/https://openmined.org/blog/what-is-pyvertical/This post is part of our Privacy-Preserving Data Science, Explained series.Sun, 16 Aug 2020 16:20:11 GMTresearchAnnouncing Monthly Paper Sessionhttps://openmined.org/blog/announcing-the-monthly-paper-session-online-events/https://openmined.org/blog/announcing-the-monthly-paper-session-online-events/“Nothing in life is to be feared, it is only to be understood. Now is the time to understand more, so that we may fear less.” — Marie CurieSat, 15 Aug 2020 18:28:21 GMTcommunityOpenMined Online Events Team – Connect with the communityhttps://openmined.org/blog/openmined-online-events-team-connect-with-the-community/https://openmined.org/blog/openmined-online-events-team-connect-with-the-community/The newly created Events Team at OpenMined will focus on online events – everything from open meetups to presentations and webinars.Fri, 14 Aug 2020 23:12:47 GMTcommunityWhat is Homomorphic Encryption?https://openmined.org/blog/what-is-homomorphic-encryption/https://openmined.org/blog/what-is-homomorphic-encryption/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 13 Aug 2020 19:50:28 GMTresearchThree Ways to Future-Proof your Data Analytics against the Changing Regulatory Landscapehttps://openmined.org/blog/schrems-ii-how-to-safeguard-your-cross-border-data-analytics/https://openmined.org/blog/schrems-ii-how-to-safeguard-your-cross-border-data-analytics/Originally published on DataFleets’ BlogThu, 30 Jul 2020 12:56:15 GMTpolicyWhat is Differential Privacy by Shuffling?https://openmined.org/blog/differential-privacy-by-shuffling/https://openmined.org/blog/differential-privacy-by-shuffling/This post is part of our Privacy-Preserving Data Science, Explained series.Tue, 28 Jul 2020 03:06:10 GMTresearchOpenMined Featured Contributor: July 2020https://openmined.org/blog/openmined-featured-contributor-july-2020/https://openmined.org/blog/openmined-featured-contributor-july-2020/LinkedIN: @Kyoko-Eng | Slack: @Kyoko Eng | Twitter: @KyokoengMon, 27 Jul 2020 21:14:45 GMTcommunityWhat is Encrypted Machine Learning as a Service?https://openmined.org/blog/what-is-encrypted-machine-learning-as-a-service/https://openmined.org/blog/what-is-encrypted-machine-learning-as-a-service/This post is part of our Privacy-Preserving Data Science, Explained series.Mon, 27 Jul 2020 14:05:20 GMTresearchMeet the 15 Participants of the OpenMined Beta Bootcamphttps://openmined.org/blog/meet-the-15-participants-in-the-first-openmined-bootcamp/https://openmined.org/blog/meet-the-15-participants-in-the-first-openmined-bootcamp/When we announced our first Bootcamp focused on Privacy-Preserving Machine Learning (PPML), we didn’t expect the overwhelming interest we received for it…Sat, 18 Jul 2020 09:52:36 GMTcommunityCrypTen Integration into PySyfthttps://openmined.org/blog/crypten-integration-in-pysyft/https://openmined.org/blog/crypten-integration-in-pysyft/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Tue, 14 Jul 2020 09:32:06 GMTproductAnnouncing 4 New Libraries for Federated Learning on Web and Mobile Deviceshttps://openmined.org/blog/announcing-new-libraries-for-fl-on-web-and-mobile/https://openmined.org/blog/announcing-new-libraries-for-fl-on-web-and-mobile/As part of the PyTorch/OpenMined grants we announced last December, the Web & Mobile team has been hard at work on developing 4 new libraries for model-centric…Mon, 13 Jul 2020 14:49:33 GMTresearchAnnouncing The First OpenMined Bootcamphttps://openmined.org/blog/announcing-the-first-openmined-boot-camp/https://openmined.org/blog/announcing-the-first-openmined-boot-camp/Always working towards our mission to make the world more privacy-preserving by lowering the barrier-to-entry to Privacy-Enhancing Technologies (PETs), we are…Sat, 11 Jul 2020 09:10:11 GMTcommunityPrivate set intersection with Diffie-Hellmanhttps://openmined.org/blog/private-set-intersection-with-diffie-hellman/https://openmined.org/blog/private-set-intersection-with-diffie-hellman/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 09 Jul 2020 20:28:58 GMTresearchWhat is the Diffie-Hellman key exchange protocol?https://openmined.org/blog/diffie-hellman-key-exchange/https://openmined.org/blog/diffie-hellman-key-exchange/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 09 Jul 2020 20:28:33 GMTresearchPrivate set intersection with the Paillier cryptosystemhttps://openmined.org/blog/private-set-intersection-with-the-paillier-cryptosystem/https://openmined.org/blog/private-set-intersection-with-the-paillier-cryptosystem/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 09 Jul 2020 20:28:15 GMTresearchWhat is the Paillier cryptosystem?https://openmined.org/blog/the-paillier-cryptosystem/https://openmined.org/blog/the-paillier-cryptosystem/This post is part of our Privacy-Preserving Data Science, Explained series.Thu, 09 Jul 2020 20:27:44 GMTresearchFrom Fully Homomorphic Encryption to Silicon – What is Microsoft’s HEAX?https://openmined.org/blog/from-fully-homomorphic-encryption-to-silicon/https://openmined.org/blog/from-fully-homomorphic-encryption-to-silicon/In this blog, Sadegh Riazi explains Microsoft’s Project HEAX. One of the main obstacles in leveraging Fully Homomorphic Encryption at large-scale is the…Tue, 07 Jul 2020 16:07:30 GMTresearchEncrypted Training on Medical Text Data using SyferText and PyTorchhttps://openmined.org/blog/encrypted-training-medical-text-syfertext/https://openmined.org/blog/encrypted-training-medical-text-syfertext/Author:Tue, 07 Jul 2020 15:57:44 GMTresearchEncrypted Gaussian Naive Bayes from scratchhttps://openmined.org/blog/encrypted-gaussian-naive-bayes-from-scratch/https://openmined.org/blog/encrypted-gaussian-naive-bayes-from-scratch/Based on Bayes Theorem, Naive Bayes methods are probabilistic models which are used for classification. They are highly useful when dimensionality of the…Tue, 07 Jul 2020 15:37:49 GMTresearchAnnouncing the OpenMined Privacy Conference 2020https://openmined.org/blog/openmined-privacy-conference-2020/https://openmined.org/blog/openmined-privacy-conference-2020/We are very excited to announce OpenMined’s very first conference!Fri, 03 Jul 2020 15:04:20 GMTnewsOpenMined Featured Contributor: June 2020https://openmined.org/blog/openmined-featured-contributor-june-2020/https://openmined.org/blog/openmined-featured-contributor-june-2020/LinkedIN: @ronnie-falcon | Slack: @Ronnie Falcon | Twitter: @falcon\_ronnieTue, 30 Jun 2020 14:47:27 GMTcommunityMeet OpenMined’s new UCSF-OpenMined Fellowshttps://openmined.org/blog/meet-openmineds-new-ucsf-openmined-fellows/https://openmined.org/blog/meet-openmineds-new-ucsf-openmined-fellows/We’re very excited to announce the recipients of the latest round of open-source software development grants in the OpenMined community, generously sponsored…Wed, 24 Jun 2020 11:45:03 GMTcommunityAnnouncing the OpenMined-UCSF Data-Centric Federated Learning Fellowshiphttps://openmined.org/blog/announcing-openmined-ucsf-data-centric-fl-fellowship/https://openmined.org/blog/announcing-openmined-ucsf-data-centric-fl-fellowship/We’re very excited to announce the next round of open-source software development grants in the OpenMined community, generously sponsored by the University of…Mon, 15 Jun 2020 22:29:11 GMTcommunityOpenMined + Genesis Cloud Partnership For Cloud Infrastructure and Applicationshttps://openmined.org/blog/openmined-genesis-cloud-partnership-for-cloud-infrastructure-and-applications/https://openmined.org/blog/openmined-genesis-cloud-partnership-for-cloud-infrastructure-and-applications/The mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies through free…Tue, 09 Jun 2020 15:50:38 GMTnewsstoriesLooking for a Kotlin/Java/Android developer to join our PSI team!https://openmined.org/blog/looking-for-a-kotlin-java-android/https://openmined.org/blog/looking-for-a-kotlin-java-android/We recently published an article shining light on private set intersection (PSI) and its use in the COVID-19 crisis. We are currently developing an open source…Fri, 05 Jun 2020 09:34:38 GMTfoundationPySyft Tutorial in Bengalihttps://openmined.org/blog/pysyft-tutorial-in-bengali/https://openmined.org/blog/pysyft-tutorial-in-bengali/Welcome! OpenMined is an open-source community whose goal is to make the world more privacy-preserving by lowering the barrier-to-entry to private AI…Wed, 03 Jun 2020 00:28:53 GMTproductOpenMined Featured Contributor: May 2020https://openmined.org/blog/openmined-featured-contributor-may-2020/https://openmined.org/blog/openmined-featured-contributor-may-2020/GitHub: @souravcipher | Slack: @Sourav | Twitter: @souravcipherTue, 02 Jun 2020 13:10:31 GMTcommunityDev Diaries- Wrapping Differential Privacy for Pythonhttps://openmined.org/blog/differential-privacy-for-python/https://openmined.org/blog/differential-privacy-for-python/The compelling use cases for differential privacy are growing each day. Engineers at OpenMined have been busy building libraries to improve developer…Tue, 02 Jun 2020 05:49:33 GMTresearchSentiment Analysis on Multiple Datasets With SyferText – Demohttps://openmined.org/blog/sentiment-analysis-syfertext/https://openmined.org/blog/sentiment-analysis-syfertext/For more posts like this, follow Alan Aboudib: Twitter | LinkedIn | SlackMon, 01 Jun 2020 14:45:19 GMTresearchFederated Learning for Credit Scoringhttps://openmined.org/blog/federated-credit-scoring/https://openmined.org/blog/federated-credit-scoring/Want bureaus to score your credit without hoarding your data? Find out how FL can enable privacy-preserving, cross-border credit assessment.Tue, 26 May 2020 15:12:25 GMTresearchA Federated Learning Approach for Pill Identificationhttps://openmined.org/blog/a-pill-identifier-using-federated-learning/https://openmined.org/blog/a-pill-identifier-using-federated-learning/Alright, so you’ve built an MNIST classifier using Federated Learning. Now it’s time to build something a little more cooler. Let’s build a Pill Identifier…Mon, 25 May 2020 11:39:29 GMTresearchAnnouncing the OpenMined Operations Teamhttps://openmined.org/blog/announcing-the-openmined-operations-team/https://openmined.org/blog/announcing-the-openmined-operations-team/As OpenMined continues to grow we are excited to announce the OpenMined Operations Team!Sun, 24 May 2020 15:47:46 GMTfoundationWhat is Secure Multi-Party Computation?https://openmined.org/blog/what-is-secure-multi-party-computation/https://openmined.org/blog/what-is-secure-multi-party-computation/This post is part of our Privacy-Preserving Data Science, Explained series.Tue, 19 May 2020 13:45:34 GMTresearchPrivacy-Preserving Data Science, Explainedhttps://openmined.org/blog/private-machine-learning-explained/https://openmined.org/blog/private-machine-learning-explained/Many of the issues that we want to solve today with data science require access to sensitive, personal information – be it our medical history, financial…Tue, 19 May 2020 12:59:15 GMTresearchWhat is Federated Learning?https://openmined.org/blog/what-is-federated-learning/https://openmined.org/blog/what-is-federated-learning/This post is part of our Privacy-Preserving Data Science, Explained series.Tue, 19 May 2020 12:56:50 GMTresearchMaintaining Privacy in Medical Data with Differential Privacyhttps://openmined.org/blog/maintaining-privacy-in-medical-data-with-differential-privacy/https://openmined.org/blog/maintaining-privacy-in-medical-data-with-differential-privacy/Imagine you work as a DL researcher in a hospital and your job is to find ways to assist doctors in their fight against diseases. Due to the coronavirus (the…Tue, 12 May 2020 16:52:45 GMTresearchAnnouncing the OpenMined Learning Teamhttps://openmined.org/blog/announcing-the-openmined-learning-team/https://openmined.org/blog/announcing-the-openmined-learning-team/We are incredibly pleased to announce the OpenMined Learning Team.Mon, 11 May 2020 13:20:00 GMTfoundationDev Diaries- Bringing Google’s differential privacy to iOS – the struggle, the pain and the glory!https://openmined.org/blog/share-and-analyses-user-data-and-protect-the-anonymity-of-ios-users/https://openmined.org/blog/share-and-analyses-user-data-and-protect-the-anonymity-of-ios-users/Madhava Jay, iOS ecosystem lead for OpenMined’s Differential Privacy team recently released the alpha verision of SwiftDP. Here he shares his thoughts on the…Mon, 11 May 2020 07:07:43 GMTresearchTowards privacy with RStudio: Encrypted deep learning with Syft and Kerashttps://openmined.org/blog/towards-privacy-encrypted-deep-learning-with-syft-and-keras/https://openmined.org/blog/towards-privacy-encrypted-deep-learning-with-syft-and-keras/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Tue, 05 May 2020 18:14:37 GMTresearchPrivacy-Preserving AI Summary: MIT Deep Learning Serieshttps://openmined.org/blog/privacy-preserving-ai-a-birds-eye-view/https://openmined.org/blog/privacy-preserving-ai-a-birds-eye-view/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Thu, 30 Apr 2020 18:24:50 GMTresearchLooking for a Go/C++ developer to join our PSI team!https://openmined.org/blog/join-our-psi-team/https://openmined.org/blog/join-our-psi-team/We recently published an article shining light on private set intersection (PSI) and its use in the COVID-19 crisis. We are currently developing an open source…Thu, 30 Apr 2020 13:21:37 GMTfoundationUse Cases of Differential Privacyhttps://openmined.org/blog/use-cases-of-differential-privacy/https://openmined.org/blog/use-cases-of-differential-privacy/In this blog post, we will cover a few use cases of differential privacy (DP) ranging from biomedical dataset analysis to geolocation. For the slide deck…Thu, 30 Apr 2020 11:42:42 GMTresearchA privacy-preserving way to find the intersection of two datasetshttps://openmined.org/blog/private-set-intersection/https://openmined.org/blog/private-set-intersection/This post is part of our Privacy-Preserving Data Science, Explained series.Wed, 29 Apr 2020 08:30:13 GMTresearchاُپن‌مایند برای اَپ‌های کووید ۱۹ حریم خصوصیِ بازمَتن فراهم می‌کندhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-farsi/https://openmined.org/blog/providing-opensource-privacy-for-covid19-farsi/We sincerely thank Shahrokh Bahtooei for this translation! _Click here for English.____Tue, 28 Apr 2020 16:31:04 GMTnewsExtracting Private Data from a Neural Networkhttps://openmined.org/blog/extracting-private-data-from-a-neural-network/https://openmined.org/blog/extracting-private-data-from-a-neural-network/Summary: We demonstrate that neural networks are susceptible to an attack which recreates private input data from model outputsTue, 28 Apr 2020 15:58:14 GMTresearchBuild an Homomorphic Encryption Scheme from Scratch with Pythonhttps://openmined.org/blog/build-an-homomorphic-encryption-scheme-from-scratch-with-python/https://openmined.org/blog/build-an-homomorphic-encryption-scheme-from-scratch-with-python/Summary: This blog post aims at explaining the basic mathematical concepts behind most of today’s homomorphic encryption (HE) schemes, and then build upon this…Mon, 27 Apr 2020 08:37:56 GMTresearchOpenMined Featured Contributor: April 2020https://openmined.org/blog/openmined-featured-contributor-april-2020/https://openmined.org/blog/openmined-featured-contributor-april-2020/GitHub: @simcof | Slack: @BenS | Twitter: @BenjaminSzymkowMon, 27 Apr 2020 08:27:14 GMTcommunityGenetic data privacy in the dawn of big data forensicshttps://openmined.org/blog/genetic-data-privacy/https://openmined.org/blog/genetic-data-privacy/Over 20 million people have uploaded their genetic profile to consumer DNA websites. The use of this data has helped us solve ongoing criminal investigations…Wed, 15 Apr 2020 21:22:23 GMTresearchIf the COVID19-pandemic were the earthquake, privacy loss could become the next tsunamihttps://openmined.org/blog/if-the-covid19-pandemic-were-the-earthquake-privacy-loss-could-become-the-next-tsunami/https://openmined.org/blog/if-the-covid19-pandemic-were-the-earthquake-privacy-loss-could-become-the-next-tsunami/by Georgios Kaissis and Rickmer BrarenWed, 15 Apr 2020 14:24:50 GMTresearchPySyft, PyTorch and Intel SGX: Secure Aggregation on Trusted Execution Environmentshttps://openmined.org/blog/pysyft-pytorch-intel-sgx/https://openmined.org/blog/pysyft-pytorch-intel-sgx/The world now creates more digital data than we could ever imagine — more than 90% of all existing data has been generated in the last decade. The field of…Wed, 15 Apr 2020 12:25:19 GMTproductRoadmap to Differential Privacy for Allhttps://openmined.org/blog/making-algorithms-private/https://openmined.org/blog/making-algorithms-private/Team DP has been tasked with delivering differential privacy as a simple to use package for app developers, data engineers and machine learning gurus. The…Wed, 15 Apr 2020 05:39:09 GMTresearchAfter the lockdownhttps://openmined.org/blog/after-the-lockdown/https://openmined.org/blog/after-the-lockdown/How do we get back to work and save our economy without re-triggering the pandemic?Tue, 14 Apr 2020 03:10:06 GMTcommunityPyGrid: A Peer-to-Peer Platform for Private Data Science and Federated Learninghttps://openmined.org/blog/what-is-pygrid-demo/https://openmined.org/blog/what-is-pygrid-demo/As the leader of the PyGrid team, Ionésio Lima Da Costa Junior is building a peer-to-peer platform for private data science and federated learning. This piece…Mon, 13 Apr 2020 16:36:59 GMTproductHomomorphic Encryption in PySyft with SEAL and PyTorchhttps://openmined.org/blog/ckks-homomorphic-encryption-pytorch-pysyft-seal/https://openmined.org/blog/ckks-homomorphic-encryption-pytorch-pysyft-seal/Summary: In this post we showcase a new tensor type that leverages the CKKS homomorphic encryption scheme implemented on the SEAL Microsoft library to evaluate…Mon, 13 Apr 2020 13:43:08 GMTproductInference privacy: what is it, and why do we care?https://openmined.org/blog/inference-privacy-what-is-it-and-why-do-we-care/https://openmined.org/blog/inference-privacy-what-is-it-and-why-do-we-care/When you ask your home voice assistant to check the weather, it is listening to and saving not only your voice but also everything else that surrounds you. If…Sat, 11 Apr 2020 01:17:45 GMTresearchMarathi Translations of PySyft Tutorialshttps://openmined.org/blog/marathi-translations-of-pysyft-tutorials/https://openmined.org/blog/marathi-translations-of-pysyft-tutorials/नमस्कार everyone! Our efforts towards wider community outreach have reached another endpoint as the marathi translations for PySyft tutorials are up under the…Thu, 09 Apr 2020 06:11:04 GMTproductOpenMined Featured Contributor: March 2020https://openmined.org/blog/openmined-featured-contributor-mar-2020/https://openmined.org/blog/openmined-featured-contributor-mar-2020/GitHub: @carrollgt91 | Slack: @graysonTue, 07 Apr 2020 15:16:47 GMTcommunityOpenMined is wrapping Google’s differential privacy into your app (and we need you!)https://openmined.org/blog/differential-privacy-call-for-devs/https://openmined.org/blog/differential-privacy-call-for-devs/Building an easy to use wrapper around a robust cryptography library for use in mobile apps and browsers.Mon, 06 Apr 2020 08:36:11 GMTcommunityOpenMined’s Efforts for the Coronavirus Pandemic: COVID Alert App, Private Set Intersection, a Differential Privacy Wrapper and Private Identityhttps://openmined.org/blog/openmineds-efforts-for-the-coronavirus-pandemic/https://openmined.org/blog/openmineds-efforts-for-the-coronavirus-pandemic/Right now, COVID-19 apps are being built around the world to help societies mitigate the social, economic and epidemic threats they face.Wed, 01 Apr 2020 15:16:46 GMTcommunityOpenMined tillhandahåller open-source integritetsskydd för Covid-19 apparhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-swedish/https://openmined.org/blog/providing-opensource-privacy-for-covid19-swedish/_We sincerely thank Anna Dahlin (@AnnaDahlin) for this translation! Click here for English.Wed, 01 Apr 2020 14:34:54 GMTnewsOpenMined Menyediakan Kode Pemrograman Open-Source Yang Melindungi Privasi Untuk Aplikasi COVID-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-indonesian/https://openmined.org/blog/providing-opensource-privacy-for-covid19-indonesian/Kami mengucapakan terima kasih pada Ellyana Linden (github , LinkedIn) untuk terjemahan ini. Click here for English.Wed, 01 Apr 2020 13:47:35 GMTnewsOpenMinded Influencer Pitch Dayhttps://openmined.org/blog/influencer-pitch-day/https://openmined.org/blog/influencer-pitch-day/OpenMined is an open-source community whose goal is to make the world more privacy-preserving by lowering the barrier-to-entry to private AI technologies. We…Wed, 01 Apr 2020 10:37:40 GMTcommunityOpenMined Brand Guide Updatehttps://openmined.org/blog/openmined-brand-guide-update/https://openmined.org/blog/openmined-brand-guide-update/Hello all!Thu, 26 Mar 2020 22:08:31 GMTfoundationকরোনাভাইরাস অ্যাপ্লিকেশন এর জন্য OpenMined দিচ্ছে ওপেন-সোর্স প্রাইভেসি সুবিধাhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-bengali/https://openmined.org/blog/providing-opensource-privacy-for-covid19-bengali/We sincerely thank Zarreen Reza and Mir Mohammad Jaber for this translation! Click here for English.Thu, 26 Mar 2020 21:18:30 GMTnewsCOVID-19アプリ開発のために、OpenMinedはオープンソースのプライバシー保護ライブラリを提供しますhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-japanese/https://openmined.org/blog/providing-opensource-privacy-for-covid19-japanese/私たちは翻訳を行ってくれた大橋功に心から感謝します。Click here for English.Thu, 26 Mar 2020 21:10:08 GMTnewsOpenMined fournit un support open source de privacy pour les applications covid-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-french/https://openmined.org/blog/providing-opensource-privacy-for-covid19-french/On remercie énormément Soumia Zohra El Mestari pour cette traduction! _Click here for English.________________Thu, 26 Mar 2020 21:04:28 GMTnewsओपनमाइंड COVID-19 अ‍ॅप्ससाठी मुक्त-स्त्रोत (ओपन-सोर्स) गोपनीयता प्रदान करीत आहेhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-marathi/https://openmined.org/blog/providing-opensource-privacy-for-covid19-marathi/We sincerely thank Krunal Kshirsagar for this translation! (Twitter, Github) _Click here for English.________Thu, 26 Mar 2020 20:55:24 GMTnewsOpenMined, COVID-19 uygulamaları için Açık-Kaynak Mahremiyeti Sağlıyorhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-turkish/https://openmined.org/blog/providing-opensource-privacy-for-covid19-turkish/Bu çeviri için Zumrut Muftuoglu’ na içtenlikle teşekkür ederiz. _Click here for English.________________Thu, 26 Mar 2020 20:49:41 GMTnewsOpen-Mined fornisce tecnologia Open-Source per salvaguardare la privacy durante la crisi del COVID-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-italian/https://openmined.org/blog/providing-opensource-privacy-for-covid19-italian/‌Ringraziamo Antonio Lopardo per questa traduzione in italiano! Click here for English.Wed, 25 Mar 2020 16:31:18 GMTnewsOpenMined dey Provide Open-Source Privacy for COVID-19 appshttps://openmined.org/blog/providing-opensource-privacy-for-covid19-pidgin/https://openmined.org/blog/providing-opensource-privacy-for-covid19-pidgin/_We sincerely thank Temitope Oladokun for this translation! Click here for English.Wed, 25 Mar 2020 12:20:40 GMTnewsOpenMined furnizează cod open-source pentru păstrarea anonimității datelor pentru aplicații COVID-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-romanian/https://openmined.org/blog/providing-opensource-privacy-for-covid19-romanian/Mulțumim Mădălin Mămuleanu pentru traducere! Click here for English.Wed, 25 Mar 2020 12:09:58 GMTnewsMaximizing Privacy and Effectiveness in COVID-19 Appshttps://openmined.org/blog/covid-app-privacy-advice/https://openmined.org/blog/covid-app-privacy-advice/Right now, COVID-19 apps are being built around the world to help societies mitigate the social, economic and epidemic threats they face.Tue, 24 Mar 2020 23:58:42 GMTresearchOpenMined facilita Privacidad Open-Source para aplicaciones de COVID-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-spanish/https://openmined.org/blog/providing-opensource-privacy-for-covid19-spanish/Agradecemos a Claudia Ghezzou por llevar a cabo esta traducción. Click here for English.Tue, 24 Mar 2020 23:50:18 GMTnewsOpenMined is Providing Open-Source Privacy for COVID-19 Appshttps://openmined.org/blog/providing-opensource-privacy-for-covid19/https://openmined.org/blog/providing-opensource-privacy-for-covid19/Read this post in: Hindi, Portuguese, Spanish, Italian, Korean, Romanian, Pidgin, Turkish, Marathi, Japanese, French, Bengali, Swedish, Indonesian, FarsiTue, 24 Mar 2020 23:19:28 GMTcommunityA OpenMined está fornecendo Privacidade Open-Source para aplicativos sobre o COVID-19https://openmined.org/blog/providing-opensource-privacy-for-covid19-portuguese/https://openmined.org/blog/providing-opensource-privacy-for-covid19-portuguese/Nossos sinceros agradecimentos a Héricles Emanuel por esta tradução! Click here for English.Tue, 24 Mar 2020 23:02:53 GMTnewsOpenMined COVID-19 एप्स के लिए ओपन-सोर्स प्राइवेसी प्रदानhttps://openmined.org/blog/providing-opensource-privacy-for-covid19-hindi/https://openmined.org/blog/providing-opensource-privacy-for-covid19-hindi/हम इस अनुवाद के लिए उर्वशी रहेजा भट्टाचार्य का साभार धन्यवाद करते हैं|. Click here for English.Tue, 24 Mar 2020 23:02:14 GMTnewsRunning Effective Meetings Online: OpenMined’s Experiencehttps://openmined.org/blog/running-effective-meetings-online-openmineds-experience/https://openmined.org/blog/running-effective-meetings-online-openmineds-experience/OpenMined is fortunate to have grown to a community of 7,300+ engineers, researchers, and marketers, dedicated to lowering the barrier-to-entry to private AI…Mon, 23 Mar 2020 17:25:29 GMTcommunityUsing Privacy and Federated Learning in Recommendations – Part 1https://openmined.org/blog/federated-learning-recommendations-part1/https://openmined.org/blog/federated-learning-recommendations-part1/Summary:Thu, 19 Mar 2020 13:20:17 GMTresearchAutonomous Driving’s Seat Belt Momenthttps://openmined.org/blog/autonomous-driving-federated-learning/https://openmined.org/blog/autonomous-driving-federated-learning/Volvo made seatbelt patents readily available to all competitors to encourage adoption of this life saving innovation. Is there a way to promote sharing, or…Thu, 19 Mar 2020 08:34:42 GMTresearchApply to Join the Syft Core Teamhttps://openmined.org/blog/join-the-syft-core-team/https://openmined.org/blog/join-the-syft-core-team/OpenMined’s 2020 Roadmap stipulates that our primary objective this year is to put software into production. At present, we are championing 7 use cases…Mon, 16 Mar 2020 16:38:45 GMTfoundationPredictive Maintenance of Turbofan Engines using Federated Learning with PySyft and PyGridhttps://openmined.org/blog/predictive-maintenance-of-turbofan-engines-using-federated-learning/https://openmined.org/blog/predictive-maintenance-of-turbofan-engines-using-federated-learning/Is it possible to benefit from the wonders of machine learning without having direct access to data? Today, machine learning can be used to accurately predict…Tue, 10 Mar 2020 13:59:57 GMTresearchOpenMined + apheris AI Partnership for PyTorch Mobile Federated Learninghttps://openmined.org/blog/apheris-openmined-pytorch-announcement/https://openmined.org/blog/apheris-openmined-pytorch-announcement/Our mission at OpenMined is to make the world more privacy-preserving by lowering the barrier-to-entry to privacy-preserving technologies through free…Thu, 05 Mar 2020 22:50:40 GMTnewsstoriesIntroducing OpenMined Researchhttps://openmined.org/blog/introducing-openmined-research/https://openmined.org/blog/introducing-openmined-research/Two-and-a-half years ago, we set out on our journey to make decentralized, privacy preserving Artificial Intelligence as accessible as possible. At that time…Thu, 05 Mar 2020 15:32:10 GMTfoundationApply to be an OpenMined Research Engineerhttps://openmined.org/blog/apply-to-be-an-openmined-research-engineer/https://openmined.org/blog/apply-to-be-an-openmined-research-engineer/As a part of OpenMined’s new initiative to foster a research community, we are excited to issue a call for applications to become an OpenMined Research…Thu, 05 Mar 2020 15:32:00 GMTfoundationApply to be an OpenMined Research Scientisthttps://openmined.org/blog/apply-to-be-an-openmined-research-scientist/https://openmined.org/blog/apply-to-be-an-openmined-research-scientist/As a part of OpenMined’s new initiative to foster a research community, we are excited to issue a call for applications to become an OpenMined Research…Thu, 05 Mar 2020 15:31:49 GMTfoundationOpenMined Featured Contributor: February 2020https://openmined.org/blog/openmined-featured-contributor-feb-2020/https://openmined.org/blog/openmined-featured-contributor-feb-2020/GitHub: @BennettFarkas | Slack: @BennettFarkas | Twitter: @BennettFarkasTue, 03 Mar 2020 17:36:32 GMTcommunityAnnouncing OpenMined Google Summer of Codehttps://openmined.org/blog/announcing-openmined-google-summer-of-code/https://openmined.org/blog/announcing-openmined-google-summer-of-code/We’re are very excited to announce that OpenMined was selected as a mentor organization for Google Summer of Code 2020! This post contains information for…Fri, 28 Feb 2020 14:39:25 GMTcommunityHindi Translations of PySyft Tutorialshttps://openmined.org/blog/hindi-translations-of-pysyft-tutorials/https://openmined.org/blog/hindi-translations-of-pysyft-tutorials/नमस्ते everyone! Our efforts towards wider community outreach have reached another endpoint as the hindi translations for PySyft tutorials are up under the…Fri, 21 Feb 2020 17:33:08 GMTproductAnnouncing Spanish PySyft Tutorial Translationshttps://openmined.org/blog/announcing-spanish-pysyft-tutorial-translations/https://openmined.org/blog/announcing-spanish-pysyft-tutorial-translations/¡Hola!Fri, 21 Feb 2020 14:41:23 GMTproductAnnouncing Portuguese PySyft Tutorial Translationshttps://openmined.org/blog/announcing-portuguese-tutorial-translations/https://openmined.org/blog/announcing-portuguese-tutorial-translations/OpenMined is an ever-growing, world-wide community, and it’s our mission to make it easier for more people to access our projects and resources. The OpenMined…Tue, 11 Feb 2020 13:00:00 GMTproductIntroduction to Federated Learning and Privacy Preservation using PySyft and PyTorchhttps://openmined.org/blog/federated-learning-additive-secret-sharing-pysyft/https://openmined.org/blog/federated-learning-additive-secret-sharing-pysyft/Questions? Contact or follow Kapil Chandorikar on GitHub, LinkedIn, Medium, or Slack @Kapil Chandorikar!Fri, 07 Feb 2020 15:04:52 GMTproductOpenMined Featured Contributor: January 2020https://openmined.org/blog/openmined-featured-contributor-january-2020/https://openmined.org/blog/openmined-featured-contributor-january-2020/GitHub: @KarlHigley | Slack: @Karl Higley | Twitter: @KarlHigleyTue, 04 Feb 2020 16:02:05 GMTcommunitySplit Neural Networks on PySyft and PyTorchhttps://openmined.org/blog/split-neural-networks-on-pysyft/https://openmined.org/blog/split-neural-networks-on-pysyft/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Mon, 03 Feb 2020 00:00:00 GMTproductAnnouncing Chinese Tutorial Translationshttps://openmined.org/blog/announcing-tutorial-translations/https://openmined.org/blog/announcing-tutorial-translations/Happy Chinese New Year! As we welcome in the year of the rat, we are excited to announce that our tutorials have been translated into Chinese, which can be…Tue, 28 Jan 2020 12:00:00 GMTproductMeet OpenMined’s new PyTorch-OpenMined Fellowshttps://openmined.org/blog/pytorch-grant-recipients/https://openmined.org/blog/pytorch-grant-recipients/We’re very excited to announce the recipients of the latest round of open-source software development grants in the OpenMined community, generously sponsored…Tue, 21 Jan 2020 18:03:47 GMTcommunityOpenMined Featured Contributor: November 2019https://openmined.org/blog/openmined-featured-contributor-november-2019/https://openmined.org/blog/openmined-featured-contributor-november-2019/Twitter: @YemiKifouly | Slack: @YemiTue, 10 Dec 2019 18:18:00 GMTcommunityOpenMined and PyTorch Join Forces to Advance Privacy-Preserving Machine Learninghttps://openmined.org/blog/openmined-and-pytorch-join-forces-to-advance-privacy-preserving-machine-learning/https://openmined.org/blog/openmined-and-pytorch-join-forces-to-advance-privacy-preserving-machine-learning/Today, OpenMined and PyTorch announced a strategic partnership aimed at accelerating research and development in privacy-preserving machine learning (PPML)…Fri, 06 Dec 2019 20:59:00 GMTnewsproductstoriesAnnouncing the OpenMined-PyTorch Federated Learning Fellowshipshttps://openmined.org/blog/announcing-the-pytorch-openmined-federated-learning-fellowships/https://openmined.org/blog/announcing-the-pytorch-openmined-federated-learning-fellowships/We’re very excited to announce the next round of open-source software development grants in the OpenMined community, generously sponsored by the PyTorch team!…Fri, 06 Dec 2019 15:49:23 GMTcommunityAnnouncing the OpenMined-PyTorch Development Challengeshttps://openmined.org/blog/announcing-the-openmined-pytorch-development-challenges/https://openmined.org/blog/announcing-the-openmined-pytorch-development-challenges/We’re very excited to announce the next round of open-source software development grants in the OpenMined community, generously sponsored by the PyTorch team…Fri, 06 Dec 2019 15:49:00 GMTcommunityAnnouncing the OpenMined-PyTorch for Crypten Integration Fellowshipshttps://openmined.org/blog/openmined-pytorch-fellowship-crypten-project/https://openmined.org/blog/openmined-pytorch-fellowship-crypten-project/We’re very excited to announce the next round of open-source software development grants in the OpenMined community, generously sponsored by the PyTorch team…Fri, 06 Dec 2019 15:48:50 GMTcommunityOpenMined Featured Contributor: October 2019https://openmined.org/blog/openmined-featured-contributor-october-2019/https://openmined.org/blog/openmined-featured-contributor-october-2019/Twitter: @DanieleGadler | Slack: @DanyEle | Github: @DanyEleTue, 05 Nov 2019 16:00:00 GMTcommunityIntroducing PySyft TensorFlowhttps://openmined.org/blog/introducing-pysyft-tensorflow/https://openmined.org/blog/introducing-pysyft-tensorflow/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Thu, 24 Oct 2019 15:01:00 GMTproductAsynchronous Federated Learning in PySyfthttps://openmined.org/blog/asynchronous-federated-learning-in-pysyft/https://openmined.org/blog/asynchronous-federated-learning-in-pysyft/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Tue, 22 Oct 2019 09:23:01 GMTproductOpenMined Featured Contributor: September 2019https://openmined.org/blog/openmined-featured-contributor-september-2019/https://openmined.org/blog/openmined-featured-contributor-september-2019/Twitter: @hereismari | Slack: @Marianne Monteiro | Github: @mari-linharesTue, 01 Oct 2019 03:00:00 GMTcommunityOpenMined Featured Contributor: August 2019https://openmined.org/blog/featured-contributor-august-2019/https://openmined.org/blog/featured-contributor-august-2019/Twitter: @nickduddy | Slack: @nickduddyTue, 03 Sep 2019 15:30:00 GMTcommunityPrivacy-Preserving AI in Medical Imaging: Federated Learning, Differential Privacy, and Encrypted Computationhttps://openmined.org/blog/federated-learning-differential-privacy-and-encrypted-computation-for-medical-imaging/https://openmined.org/blog/federated-learning-differential-privacy-and-encrypted-computation-for-medical-imaging/For more posts like this, follow @emmabluemke and @openminedorg!Fri, 09 Aug 2019 10:00:00 GMTresearchOpenMined Featured Contributor: July 2019https://openmined.org/blog/featured-contributor-july-2019/https://openmined.org/blog/featured-contributor-july-2019/Twitter: @theoryffel | GitHub: @lariffle | Slack: @Théo RyffelTue, 06 Aug 2019 15:30:00 GMTcommunityEncrypted Training with PyTorch + PySyfthttps://openmined.org/blog/encrypted-training-on-mnist/https://openmined.org/blog/encrypted-training-on-mnist/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Mon, 05 Aug 2019 07:00:00 GMTproductRAAIS Grant Announcementhttps://openmined.org/blog/raais/https://openmined.org/blog/raais/We’re very excited to announce the very first round of RAAIS OpenMined Grants, sponsored by very generous support from The RAAIS Foundation, a UK Registered…Mon, 08 Jul 2019 16:38:06 GMTnewsFederated Learning of a Recurrent Neural Network on Raspberry PIshttps://openmined.org/blog/federated-learning-of-a-rnn-on-raspberry-pis/https://openmined.org/blog/federated-learning-of-a-rnn-on-raspberry-pis/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Mon, 13 May 2019 13:38:00 GMTresearchFacebook Partners with OpenMined to Advance Privacy-Preserving AIhttps://openmined.org/blog/facebook-partners-with-openmined-to-advance-privacy-preserving-ai/https://openmined.org/blog/facebook-partners-with-openmined-to-advance-privacy-preserving-ai/Today, Facebook launched a significant initiative to address privacy concerns in AI research by partnering with online learning platform Udacity and…Wed, 01 May 2019 20:45:00 GMTnewsstoriesEncrypted Deep Learning Classification with PyTorch & PySyfthttps://openmined.org/blog/encrypted-deep-learning-classification-with-pysyft/https://openmined.org/blog/encrypted-deep-learning-classification-with-pysyft/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Tue, 16 Apr 2019 09:02:00 GMTproductDeep Learning → Federated Learning in 10 Lines of PyTorch + PySyfthttps://openmined.org/blog/upgrade-to-federated-learning-in-10-lines/https://openmined.org/blog/upgrade-to-federated-learning-in-10-lines/Update as of November 18, 2021: The version of PySyft mentioned in this post has been deprecated. Any implementations using this older version of PySyft are…Fri, 01 Mar 2019 10:05:14 GMTproductTraining a CNN using SPDZhttps://openmined.org/blog/training-cnns-using-spdz/https://openmined.org/blog/training-cnns-using-spdz/Most efforts to privately train machine-learning models either use homomorphic encryption or secure multi-party computation (MPC). Recent insights indicate…Tue, 26 Jun 2018 12:00:00 GMTresearchWeekly Digs #10https://openmined.org/blog/weekly-digs-10/https://openmined.org/blog/weekly-digs-10/Small but good: we only dug up one paper this week but it comes with very interesting claims.Fri, 18 May 2018 20:07:00 GMTresearchWeekly Digs #9https://openmined.org/blog/weekly-digs-9/https://openmined.org/blog/weekly-digs-9/If anyone had any doubt that private machine learning is a growing area then this week might take care of that.Fri, 11 May 2018 14:57:00 GMTresearchWeekly Digs #7https://openmined.org/blog/weekly-digs-7/https://openmined.org/blog/weekly-digs-7/While academia may still be a bit busy with submission deadlines, industry reported interesting stories this week regarding secure computation.Fri, 20 Apr 2018 18:51:00 GMTresearchWeekly Digs #6https://openmined.org/blog/weekly-digs-6/https://openmined.org/blog/weekly-digs-6/A slightly slower period yet still new work on differential privacy and covert channels!Fri, 13 Apr 2018 12:24:00 GMTresearchWeekly Digs #5https://openmined.org/blog/weekly-digs-5/https://openmined.org/blog/weekly-digs-5/Good mix of approaches this time, including custom secure computation protocols, secure enclaves, and differential privacy.Fri, 30 Mar 2018 06:28:00 GMTresearchWelcome to the OpenMined Blog!https://openmined.org/blog/welcome-to-the-openmined-blog/https://openmined.org/blog/welcome-to-the-openmined-blog/After some time of waiting, OpenMined officially has a blog! Actually, if we’re getting technical, we have two blogs that we will maintain simultaneously…Tue, 20 Mar 2018 16:25:00 GMTnewsWeekly Digs #4https://openmined.org/blog/weekly-digs-4/https://openmined.org/blog/weekly-digs-4/Shorter but still interesting mix this week with two pillars of private machine learning: homomorphic encryption and differential privacy!Fri, 16 Mar 2018 18:34:00 GMTresearchWeekly Digs #3https://openmined.org/blog/weekly-digs-3/https://openmined.org/blog/weekly-digs-3/Big news this week with a good mix of everything: guides to help you explore, practical tools, and interesting new ideas! Enjoy.Fri, 09 Mar 2018 15:05:00 GMTresearchWeekly Digs #2https://openmined.org/blog/weekly-digs-2/https://openmined.org/blog/weekly-digs-2/Digging into private machine learning this week brought us training logistic and boosting models on encrypted data, and an update on how to ensure that the…Fri, 02 Mar 2018 15:10:00 GMTresearchWeekly Digs #1https://openmined.org/blog/weekly-digs-1/https://openmined.org/blog/weekly-digs-1/We are happy to kick off the weekly dig into what’s going on in private machine learning!Fri, 23 Feb 2018 15:07:00 GMTresearch