Baomin Xu

A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer

Federated learning is vulnerable to backdoor attacks due to its distributed nature and the inability to access local datasets. Meanwhile, the heterogeneity of distributed data further complicates the detection of such attacks. However, existing defense strategies often overlook the presence of non-s