Zizhen Liu | DeepAI

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Featured Co-authors

Si Chen
28 publications
Xiaowei Li
21 publications
Huawei Li
15 publications
Jing Ye
4 publications
Junfeng Fan
4 publications
Chip Hong Chang
4 publications
Weiyang He
2 publications

research

∙ 09/19/2023

SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks

While Federated learning (FL) is attractive for pulling privacy-preservi...

0 Zizhen Liu, et al. ∙

research

∙ 08/15/2022

DHSA: Efficient Doubly Homomorphic Secure Aggregation for Cross-silo Federated Learning

Secure aggregation is widely used in horizontal Federated Learning (FL),...

0 Zizhen Liu, et al. ∙

research

∙ 11/24/2021

Efficient Secure Aggregation Based on SHPRG For Federated Learning

We propose a novel secure aggregation scheme based on seed-homomorphic p...

0 Zizhen Liu, et al. ∙