Search Results for author: Jiyuan Shen

Found 2 papers, 1 papers with code

Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning

no code implementations16 Jan 2024 Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam

Federated learning (FL) is vulnerable to poisoning attacks, where malicious clients manipulate their updates to affect the global model.

Federated Learning

AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories

1 code implementation16 Oct 2023 Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam

We observed that the smoothness of expert trajectories has a significant impact on subsequent student parameter alignment.

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