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Towards Stable Backdoor Purification through Feature Shift Tuning

Towards Stable Backdoor Purification through Feature Shift Tuning

3 October 2023
Rui Min
Zeyu Qin
Li Shen
Minhao Cheng
    AAML
ArXivPDFHTML

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

19 / 19 papers shown
Title
Prototype Guided Backdoor Defense
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
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
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
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
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
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
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
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
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
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
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor
Shaokui Wei
Hongyuan Zha
Baoyuan Wu
AAML
48
3
0
25 May 2024
BDetCLIP: Multimodal Prompting Contrastive Test-Time Backdoor Detection
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
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
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
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
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
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
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
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
1