Explore a comprehensive survey on privacy and security challenges in Federated Learning (FL) presented by Peter Kairouz and Kunal Talwar from Google. Delve into the key aspects of privacy and security in collaborative machine learning environments, focusing on federated learning techniques. Gain insights into the latest research and developments in protecting user data and model integrity in distributed learning systems. Understand the importance of balancing privacy concerns with the benefits of collaborative learning across multiple parties.
Overview
Syllabus
Survey on Privacy/Security in FL
Taught by
Simons Institute