Preserving Privacy and Security in Federated Learning

🔥 New Preprint spotted in: 𝘑𝘰𝘶𝘳𝘯𝘢𝘭: ArXiv cs.LG (ArXiv) 𝘛𝘪𝘵𝘭𝘦: Preserving Privacy and Security in Federated Learning 𝘈𝘶𝘵𝘩𝘰𝘳𝘴: Truc Nguyen et al. https://t.co/JpoyxBQswN

@jessRmorley Could be both 😂 though does your analogy cover : “Federated learning is known to be vulnerable to both security and privacy issues.” https://t.co/TYGI4iejc6

Preserving Privacy and Security in Federated Learning. (arXiv:2202.03402v2 [cs.LG] UPDATED) https://t.co/9QkHk7QmZE

A framework to combine secure aggregation with defenses against poisoning attacks from users, while maintaining their respective privacy guarantees. 📄 https://t.co/GfSsrj8TS2 https://t.co/BWijCBQwyt