Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges

Yanli Li, Zhongliang Guo, Nan Yang +3

Federated Learning (FL) offers innovative solutions for privacy-preserving collaborative machine learning (ML). Despite its promising potential, FL is vulnerable to various attacks…