Towards Stable Backdoor Purification through Feature Shift Tuning

Towards Stable Backdoor Purification through Feature Shift Tuning

3 October 2023

Zeyu Qin

Li Shen

Papers citing "Towards Stable Backdoor Purification through Feature Shift Tuning"

19 / 19 papers shown

Title
Prototype Guided Backdoor Defense Venkat Adithya Amula Sunayana Samavedam Saurabh Saini Avani Gupta Narayanan P J AAML 45 0 0 26 Mar 2025
Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain Y. Huang Mi Zhang Z. Wang Wenxuan Li Min Yang AI4TS AAML 47 0 0 12 Mar 2025
Class-Conditional Neural Polarizer: A Lightweight and Effective Backdoor Defense by Purifying Poisoned Features Mingli Zhu Shaokui Wei Hongyuan Zha Baoyuan Wu AAML 37 0 0 23 Feb 2025
Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution Yao Tong Weijun Li Xuanli He Haolan Zhan Qiongkai Xu AAML 28 1 0 31 Dec 2024
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning Zhifang Zhang Shuo He Bingquan Shen Lei Feng Lei Feng AAML 38 0 0 29 Dec 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense Rui Min Zeyu Qin Nevin L. Zhang Li Shen Minhao Cheng AAML 31 4 0 13 Oct 2024
Backdoor Defense through Self-Supervised and Generative Learning Ivan Sabolić Ivan Grubišić Siniša Šegvić AAML 51 0 0 02 Sep 2024
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification Yungi Cho Woorim Han Miseon Yu Younghan Lee Ho Bae Y. Paek AAML FedML 25 0 0 28 Aug 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening Shuyang Cheng Guangyu Shen Kaiyuan Zhang Guanhong Tao Shengwei An Hanxi Guo Shiqing Ma Xiangyu Zhang AAML 23 0 0 16 Jul 2024
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack Mingli Zhu Siyuan Liang Baoyuan Wu AAML 37 14 0 25 May 2024
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor Shaokui Wei Hongyuan Zha Baoyuan Wu AAML 45 3 0 25 May 2024
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection Yuwei Niu Shuo He Qi Wei Feng Liu Lei Feng AAML 33 1 0 24 May 2024
Unified Neural Backdoor Removal with Only Few Clean Samples through Unlearning and Relearning Nay Myat Min Long H. Pham Jun Sun MU AAML 19 0 0 23 May 2024
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 Chaoxiao Shen AAML ELM 56 9 0 26 Jan 2024
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Mingda Zhang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 27 14 0 13 Dec 2023
Erasing Self-Supervised Learning Backdoor by Cluster Activation Masking Shengsheng Qian Yifei Wang Dizhan Xue Shengjie Zhang Huaiwen Zhang Changsheng Xu AAML 35 1 0 13 Dec 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios Ziqiang Li Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 16 8 0 14 Jun 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks Ziqiang Li Hong Sun Pengfei Xia Beihao Xia Xue Rui Wei Zhang Qinglang Guo Bin Li AAML 30 8 0 14 Jun 2023
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016