StratFL: Countering Covert Model Poisoning Attacks with Strategic Federated Learning

Advanced persistent threats APTs are a major concern in federated learning FL deployments in critical sectors such as healthcare, and finance. Traditional defense mechanisms fail to contain APTs due to their intermittent attacking behavior. This paper addresses a specific type of APT called cover...