Privacy-enhancing and robust backdoor defense for federated learning on heterogeneous data

by CHEN, Zekai, YU, Shengxing, FAN, Mingyuan, LIU, Ximeng, DENG, Robert H.
Published 2024

FlexFL: Heterogeneous federated learning via APoZ-guided flexible pruning in uncertain scenarios

by CHEN, Zekai, JIA, Chentao, HU, Ming, XIE, Xiaofei, LI, Anran, CHEN, Mingsong
Published 2024

Lightweight privacy-preserving cross-cluster federated learning with heterogeneous data

by CHEN, Zekai, YU, Shengxing, CHEN, Farong, WANG, Fuyi, LIU, Ximeng, DENG, Robert H.
Published 2024