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cs.CR2023★ 1 cited
Multi-metrics adaptively identifies backdoors in Federated learning
Siquan Huang, Yijiang Li, Chong Chen +2
The decentralized and privacy-preserving nature of federated learning (FL) makes it vulnerable to backdoor attacks aiming to manipulate the behavior of the resulting model on speci…
cs.CR2022★ 1 cited
Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems
Chong Chen, Ying Gao, Leyu Shi +1
Healthcare IoMT systems are becoming intelligent, miniaturized, and more integrated into daily life. As for the distributed devices in the IoMT, federated learning has become a top…