Zizhen Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Efficient Learning

Deception Detection

Unsupervised Learning

Top Venues

IEEE Trans. Commun.

Publications

Zizhen Liu, Weiyang He, Chip-Hong Chang, Jing Ye, Huawei Li, Xiaowei Li
SPFL: A Self-Purified Federated Learning Method Against Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Jiangbo Si, Zizhen Liu, Zan Li, Hang Hu, Lei Guan, Chao Wang, Naofal Al-Dhahir
A Cooperative Deception Strategy for Covert Communication in Presence of a Multi-Antenna Adversary. IEEE Trans. Commun. 71 (8) (2023)
Zizhen Liu, Weiyang He, Chip-Hong Chang, Jing Ye, Huawei Li, Xiaowei Li
SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks. CoRR (2023)
Weiyang He, Zizhen Liu, Chip-Hong Chang
An Empirical Study of the Inherent Resistance of Knowledge Distillation Based Federated Learning to Targeted Poisoning Attacks. ATS (2023)
Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li
DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning. J. Supercomput. 79 (3) (2023)
Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li
DHSA: Efficient Doubly Homomorphic Secure Aggregation for Cross-silo Federated Learning. CoRR (2022)
Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li
SASH: Efficient secure aggregation based on SHPRG for federated learning. UAI (2022)
Zizhen Liu, Si Chen, Jing Ye, Junfeng Fan, Huawei Li, Xiaowei Li
Efficient Secure Aggregation Based on SHPRG For Federated Learning. CoRR (2021)
Zizhen Liu, Jing Ye, Xing Hu, Huawei Li, Xiaowei Li, Yu Hu
Sequence Triggered Hardware Trojan in Neural Network Accelerator. VTS (2020)