BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Chao Shen (NeurIPS, 2022)

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Chao Shen; Hongyuan Zha (CoRR, 2022)

Mean Parity Fair Regression in RKHS. - Shaokui Wei; Jiayin Liu; Bing Li; Hongyuan Zha (AISTATS, 2023)

Enhancing Fine-Tuning based Backdoor Defense with Sharpness-Aware Minimization. - Mingli Zhu; Shaokui Wei; Li Shen 008; Yanbo Fan; Baoyuan Wu (ICCV, 2023)

Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples. - Shaokui Wei; Mingda Zhang; Hongyuan Zha; Baoyuan Wu (NeurIPS, 2023)

Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features. - Mingli Zhu; Shaokui Wei; Hongyuan Zha; Baoyuan Wu (NeurIPS, 2023)

Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy. - Zihao Zhu 001; Mingda Zhang; Shaokui Wei; Li Shen 008; Yanbo Fan; Baoyuan Wu (CoRR, 2023)

VDC: Versatile Data Cleanser for Detecting Dirty Samples via Visual-Linguistic Inconsistency. - Zihao Zhu 001; Mingda Zhang; Shaokui Wei; Bingzhe Wu; Baoyuan Wu (CoRR, 2023)

Defenses in Adversarial Machine Learning: A Survey. - Baoyuan Wu; Shaokui Wei; Mingli Zhu; Meixi Zheng; Zihao Zhu 001; Mingda Zhang; Hongrui Chen; Danni Yuan; Li Liu 036; Qingshan Liu (CoRR, 2023)

VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models. - Zihao Zhu 001; Mingda Zhang; Shaokui Wei; Bingzhe Wu; Baoyuan Wu (ICLR, 2024)

Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness. - Weilin Lin; Li Liu 036; Shaokui Wei; Jianze Li; Hui Xiong (NeurIPS, 2024)

Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor. - Shaokui Wei; Hongyuan Zha; Baoyuan Wu (NeurIPS, 2024)

WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition. - Zhengyao Song; Yongqiang Li; Danni Yuan; Li Liu 036; Shaokui Wei; Baoyuan Wu (CoRR, 2024)

Backdoor Mitigation by Distance-Driven Detoxification. - Shaokui Wei; Jiayin Liu; Hongyuan Zha (CoRR, 2024)

Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks. - Danni Yuan; Mingda Zhang; Shaokui Wei; Li Liu 036; Baoyuan Wu (ICLR, 2025)

Revisiting the Auxiliary Data in Backdoor Purification. - Shaokui Wei; Shanchao Yang; Jiayin Liu; Hongyuan Zha (CoRR, 2025)

Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features. - Mingli Zhu; Shaokui Wei; Hongyuan Zha; Baoyuan Wu (CoRR, 2025)

BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning. - Baoyuan Wu; Hongrui Chen; Mingda Zhang; Zihao Zhu 001; Shaokui Wei; Danni Yuan; Mingli Zhu; Ruotong Wang 008; Li Liu 036; Chao Shen (Int. J. Comput. Vis., 2025)