Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning

Ryan McGaughey, Jesus Martinez del Rincon, Ihsen Alouani

Federated Learning (FL) is a distributed learning paradigm designed to address privacy concerns. However, FL is vulnerable to poisoning attacks, where Byzantine clients compromise…