Zengxiang Li

STAIN-FL: Stealthy Targeted Attack Injection with Contextual Triggers in Federated Learning

Federated video anomaly detection trains model collaboratively without sharing raw surveillance footage, but limited server-side visibility lets compromised clients to inject backdoor via malicious updates. This paper introduces STAIN-FL, a stealthy targeted backdoor attack injection framework that uses naturally occur...