Chengcheng Zhu

Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning

2024 · arXiv (Cornell University)

Federated Learning (FL), a privacy-preserving decentralized machine learning framework, has been shown to be vulnerable to backdoor attacks. Current research primarily focuses on the Single-Label Backdoor Attack (SBA), wherein adversaries share a consistent target. However, …