Eliminating Backdoor Triggers for Deep Neural Networks Using Attention
Relation Graph Distillation

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Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation

21 April 2022

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Papers citing "Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation"

18 / 18 papers shown

Title
BadScan: An Architectural Backdoor Attack on Visual State Space Models Om Suhas Deshmukh Sankalp Nagaonkar A. Tripathi Ashish Mishra Mamba 126 0 0 26 Nov 2024
Understanding the Gains from Repeated Self-Distillation Divyansh Pareek Simon S. Du Sewoong Oh 109 6 0 05 Jul 2024
NBA: defensive distillation for backdoor removal via neural behavior alignment Zonghao Ying Bin Wu AAML 50 10 0 16 Jun 2024
Mutual Information Guided Backdoor Mitigation for Pre-trained Encoders Tingxu Han Weisong Sun Ziqi Ding Chunrong Fang Hanwei Qian Jiaxun Li Zhenyu Chen Xiangyu Zhang AAML 95 7 0 05 Jun 2024
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model Jinyin Chen Xiaoming Zhao Haibin Zheng Xiao Li Sheng Xiang Haifeng Guo AAML 50 5 0 01 Jun 2024
Invisible Backdoor Attack Through Singular Value Decomposition Wenmin Chen Xiaowei Xu AAML 70 1 0 18 Mar 2024
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder Tingxu Han Shenghan Huang Ziqi Ding Weisong Sun Yebo Feng ... Hanwei Qian Cong Wu Quanjun Zhang Yang Liu Zhenyu Chen 54 8 0 06 Mar 2024
BackdoorBench: A Comprehensive Benchmark and Analysis of Backdoor Learning Baoyuan Wu Hongrui Chen Ruotong Wang Zihao Zhu Shaokui Wei Danni Yuan Mingli Zhu Ke Xu Li Liu Chaoxiao Shen AAML ELM 127 11 0 26 Jan 2024
Label Poisoning is All You Need Rishi Jha J. Hayase Sewoong Oh AAML 86 31 0 29 Oct 2023
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks Jun Xia Zhihao Yue Yingbo Zhou Zhiwei Ling Xian Wei Mingsong Chen AAML 58 1 0 17 Oct 2023
Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data Lukas Struppek Martin Hentschel Clifton A. Poth Dominik Hintersdorf Kristian Kersting SILM DiffM 54 4 0 10 Oct 2023
Temporal-Distributed Backdoor Attack Against Video Based Action Recognition Xi Li Songhe Wang Rui Huang Mahanth K. Gowda G. Kesidis AAML 111 6 0 21 Aug 2023
Backdoor Mitigation by Correcting the Distribution of Neural Activations Xi Li Zhen Xiang David J. Miller G. Kesidis AAML 48 0 0 18 Aug 2023
Backdoor Attacks against Voice Recognition Systems: A Survey Baochen Yan Jiahe Lan Zheng Yan AAML 80 12 0 23 Jul 2023
Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios Haochen Mei Gaolei Li Jun Wu Longfei Zheng SILM AAML 81 12 0 13 Jun 2023
SATBA: An Invisible Backdoor Attack Based On Spatial Attention Huasong Zhou Xiaowei Xu Zhenyu Wang Leon Bevan Bullock AAML 75 2 0 25 Feb 2023
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency Junfeng Guo Yiming Li Xun Chen Hanqing Guo Lichao Sun Cong Liu AAML MLAU 89 110 0 07 Feb 2023
Backdoor Cleansing with Unlabeled Data Lu Pang Tao Sun Haibin Ling Chao Chen AAML 118 19 0 22 Nov 2022