Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processingby Yuying Duan,…
Efficient Model Compression for Hierarchical Federated Learningby Xi Zhu, Songcan Yu, Junbo Wang, Qinglin YangFirst…
Vertical Federated Learning for Effectiveness, Security, Applicability: A Surveyby Mang Ye, Wei Shen, Bo Du,…
Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detectionby M.…
Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memoryby Naibo Wang, Yuchen Deng, Wenjie Feng,…
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivityby Hanlin Gu, Win Kent Ong, Chee Seng…
Distributed Continual Learningby Long Le, Marcel Hussing, Eric EatonFirst submitted to arxiv on: 23 May…
FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillationby Yuting Ma, Lechao Cheng,…
LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscationby Ying He, Mingyang…
A Systematic Review of Federated Generative Modelsby Ashkan Vedadi Gargary, Emiliano De CristofaroFirst submitted to…