Neurocomputing Boosting Backdoor Attack with a Learnable Poisoning Sample Selection Strategy Zihao Zhu, Mingda Zhang, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu Neurocomputing
Neural Networks WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition Zhengyao Song, Yongqiang Li, Danni Yuan, Li Liu, Shaokui Wei, Baoyuan Wu Neural Networks
IEEE TPAMI Defenses in Adversarial Machine Learning: A Systematic Survey from the Lifecycle Perspective Baoyuan Wu, Mingli Zhu, Meixi Zheng, Zihao Zhu, Shaokui Wei, Mingda Zhang, Hongrui Chen, Danni Yuan, Li Liu, Qingshan Liu IEEE TPAMI
ICCV Backdoor Mitigation by Distance-Driven Detoxification Shaokui Wei, Jiayin Liu, Hongyuan Zha ICCV Highlight ยท Top 5%
IJCV BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Mingli Zhu, Ruotong Wang, Li Liu, Chao Shen IJCV
ICLR Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks Danni Yuan, Shaokui Wei, Mingda Zhang, Li Liu, Baoyuan Wu ICLR
Preprint Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features Mingli Zhu, Shaokui Wei, Hongyuan Zha, Baoyuan Wu Preprint
Preprint Revisiting the Auxiliary Data in Backdoor Purification Shaokui Wei, Shanchao Yang, Jiayin Liu, Hongyuan Zha Preprint
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness Weilin Lin, Li Liu, Shaokui Wei, Jianze Li, Hui Xiong NeurIPS
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor Shaokui Wei, Hongyuan Zha, Baoyuan Wu NeurIPS
VDC: Versatile Data Cleanser for Detecting Dirty Samples via Visual-Linguistic Inconsistency Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu ICLR
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples Shaokui Wei, Mingda Zhang, Hongyuan Zha, Baoyuan Wu NeurIPS
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features Mingli Zhu, Shaokui Wei, Hongyuan Zha, Baoyuan Wu NeurIPS
Enhancing Fine-Tuning Based Backdoor Defense with Sharpness-Aware Minimization Mingli Zhu, Shaokui Wei, Li Shen, Yanbo Fan, Baoyuan Wu ICCV
BackdoorBench: A Comprehensive Benchmark of Backdoor Learning Baoyuan Wu, Hongrui Chen, Mingda Zhang, Zihao Zhu, Shaokui Wei, Danni Yuan, Chao Shen NeurIPS Datasets and Benchmarks
