An Improved Parallel Network Traffic Anomaly Detection Method Based on Bagging and GRU. - Xiaoling Tao; Yang Peng; Feng Zhao 002; Sufang Wang; Ziyi Liu 009 (WASA (1), 2020)

An Efficient Network Security Situation Assessment Method Based on AE and PMU. - Xiaoling Tao; Zi-yi Liu 009; Chang-song Yang (Wirel. Commun. Mob. Comput., 2021)

Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking against Face Swapping. - Yunming Zhang; Dengpan Ye; Caiyun Xie; Long Tang; Chuanxi Chen; Ziyi Liu 009; Jiacheng Deng 003 (CoRR, 2023)

A BIPMU-based network security situation assessment method for wireless network. - Ziyi Liu 009; Changsong Yang; Yueling Liu; Yong Ding 005 (Comput. Stand. Interfaces, 2023)

An SSA-LC-DAE Method for Extracting Network Security Elements. - Xiaoling Tao; Ziyi Liu 009; Feng Zhao 002; Rushi Lan; Runrong Liu; Lianyou Fu; Yifu Ouyang (IEEE Trans. Netw. Sci. Eng., 2023)

Double Privacy Guard: Robust Traceable Adversarial Watermarking against Face Recognition. - Yunming Zhang; Dengpan Ye; Sipeng Shen; Caiyun Xie; Ziyi Liu 009; Jiacheng Deng 003; Long Tang (CoRR, 2024)

TEAM: Temporal Adversarial Examples Attack Model against Network Intrusion Detection System Applied to RNN. - Ziyi Liu 009; Dengpan Ye; Long Tang; Yunming Zhang; Jiacheng Deng 001 (CoRR, 2024)

Simplicity over Complexity: An ARN-Based Intrusion Detection Method for Industrial Control Network. - Ziyi Liu 009; Dengpan Ye; Changsong Yang; Yong Ding 005; Yueling Liu; Long Tang; Chuanxi Chen (CoRR, 2024)

ErasableMask: A Robust and Erasable Privacy Protection Scheme against Black-box Face Recognition Models. - Sipeng Shen; Yunming Zhang; Dengpan Ye; Xiuwen Shi; Long Tang; Haoran Duan; Jiacheng Deng 003; Ziyi Liu 009 (CoRR, 2024)

Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking Against Face Swapping. - Yunming Zhang; Dengpan Ye; Caiyun Xie; Long Tang; Xin Liao 001; Ziyi Liu 009; Chuanxi Chen; Jiacheng Deng 003 (IEEE Trans. Inf. Forensics Secur., 2024)

AdvLUT: Cloaking Geographic Location With Semantic-Based Adversarial 3-D Lookup Tables. - Yiheng He; Dengpan Ye; Long Tang; Ziyi Liu 009; Chuanxi Chen (IEEE Internet Things J., 2025)

TEAM: Temporal Adversarial Examples Attack Model Against Network Intrusion Detection System Applied to RNN. - Ziyi Liu 009; Dengpan Ye; Long Tang; Yunming Zhang; Jiacheng Deng 001; Wanrong Kuang (IEEE Trans. Netw. Sci. Eng., 2025)

The Interpretable and Transferable Adversarial Attack against Synthetic Speech Detectors. - Jiacheng Deng 001; Dengpan Ye; Jizhi Li; Ziyi Liu 009; Long Tang; Yunming Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Toward a Universal, Transferable, and Robust Adversarial Perturbation Framework Against Deep Hashing-Based Facial Image Retrieval. - Long Tang; Yunna Lv; Dengpan Ye; Yiheng He; Ziyi Liu 009; Caiyun Xie (IEEE Trans. Circuits Syst. Video Technol., 2025)