Скачать или смотреть Federated Confidential AI for Genomics | Sara Okhuijsen @ NVIDIA FLARE Day 2025

How can researchers collaborate on sensitive genomic data without giving up privacy?
At NVIDIA FLARE Day 2025, Sara Okhuijsen (CTO & Co-Founder, OASYS NOW) introduces CoMPai (Confidential Multi-Party AI) — a security framework that combines NVIDIA FLARE™ federated learning with NVIDIA H100 Confidential Computing to enable verifiable, end-to-end protection in multi-institutional studies.

💡 What you’ll learn in this talk:
• The biggest privacy threats in federated genomic learning (e.g. gradient leakage, model inversion).
• How confidential computing + secure aggregation mitigate these risks better than classical PETs.
• Why GPUs outperform CPUs in large-scale federated genomics.
• How CoMPai satisfies GDPR & CCPA compliance while scaling to terabyte-scale genomic data.
• A real-world case study with Erasmus MC’s GenNet (published in Nature) on interpretable deep learning for population genomics.

🔑 Key Takeaways:
• Recognize main privacy risks in federated genomics and how to mitigate them.
• Compare privacy vs. utility trade-offs across confidential computing, homomorphic encryption, and secure MPC.
• Practical steps to build trustworthy, compliant AI pipelines in healthcare and pharma.
• See how FLARE + H100 accelerate collaborative discoveries without compromising patient trust.

👩‍🔬 About the Speaker
Sara Okhuijsen is CTO of OASYS NOW, a Dutch health-tech startup pioneering privacy-preserving, explainable AI for clinical research and precision medicine. She has been recognized by Forbes 30 Under 30 Europe and the Women in AI Benelux Awards.

📅 Event: NVIDIA FLARE Day US+EMEA 2025
🔗 Learn more: https://developer.nvidia.com/flare-da...

#NVIDIAFLARE #ConfidentialAI #Genomics #FederatedLearning #PrivacyTech #HealthcareAI