Summary of Detrigger: a Gradient-centric Approach to Backdoor Attack Mitigation in Federated Learning, by Kichang Lee et al.
DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learningby Kichang Lee, Yujin Shin,…
Summary of Hyper-parameter Optimization For Federated Learning with Step-wise Adaptive Mechanism, by Yasaman Saadati and M. Hadi Amini
Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanismby Yasaman Saadati, M. Hadi AminiFirst submitted…
Summary of Federated Contrastive Learning Of Graph-level Representations, by Xiang Li et al.
Federated Contrastive Learning of Graph-Level Representationsby Xiang Li, Gagan Agrawal, Rajiv Ramnath, Ruoming JinFirst submitted…
Summary of Flmarket: Enabling Privacy-preserved Pre-training Data Pricing For Federated Learning, by Zhenyu Wen et al.
FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learningby Zhenyu Wen, Wanglei Feng, Di Wu,…
Summary of A Potential Game Perspective in Federated Learning, by Kang Liu et al.
A Potential Game Perspective in Federated Learningby Kang Liu, Ziqi Wang, Enrique ZuazuaFirst submitted to…
Summary of Feduhb: Accelerating Federated Unlearning Via Polyak Heavy Ball Method, by Yu Jiang et al.
FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Methodby Yu Jiang, Chee Wei Tan, Kwok-Yan…
Summary of Fedali: Personalized Federated Learning with Aligned Prototypes Through Optimal Transport, by Sannara Ek et al.
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transportby Sannara Ek, Kaile Wang, François…
Summary of Electrical Load Forecasting in Smart Grid: a Personalized Federated Learning Approach, by Ratun Rahman et al.
Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approachby Ratun Rahman, Neeraj Kumar,…
Summary of How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: a Vertical Solution, by Jinbo Wang et al.
How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solutionby Jinbo…
Summary of Embedding Byzantine Fault Tolerance Into Federated Learning Via Virtual Data-driven Consistency Scoring Plugin, by Youngjoon Lee et al.
Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Pluginby Youngjoon Lee,…