Defending Backdoor Attacks on Vision Transformer via Patch Processing

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Defending Backdoor Attacks on Vision Transformer via Patch Processing

24 June 2022

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Papers citing "Defending Backdoor Attacks on Vision Transformer via Patch Processing"

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Title
Backdoor Attack Against Vision Transformers via Attention Gradient-Based Image Erosion Ji Guo Hongwei Li Wenbo Jiang Guoming Lu AAML 47 2 0 30 Oct 2024
Using Interleaved Ensemble Unlearning to Keep Backdoors at Bay for Finetuning Vision Transformers Zeyu Michael Li AAML 104 0 0 01 Oct 2024
Exploring Robustness of Visual State Space model against Backdoor Attacks Cheng-Yi Lee Cheng-Chang Tsai Chia-Mu Yu Chun-Shien Lu AAML 51 0 0 21 Aug 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers Shengyuan Yang Jiawang Bai Kuofeng Gao Yong-Liang Yang Yiming Li Shu-Tao Xia AAML SILM 104 5 0 17 May 2024
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models Yang Sui Huy Phan Jinqi Xiao Tian-Di Zhang Zijie Tang Cong Shi Yan Wang Yingying Chen Bo Yuan DiffM AAML 72 13 0 05 Feb 2024
TextGuard: Provable Defense against Backdoor Attacks on Text Classification Hengzhi Pei Jinyuan Jia Wenbo Guo Yue Liu Dawn Song SILM 52 12 0 19 Nov 2023
Exploring Non-additive Randomness on ViT against Query-Based Black-Box Attacks Jindong Gu Fangyun Wei Philip Torr Han Hu AAML 53 1 0 12 Sep 2023
Boosting Backdoor Attack with A Learnable Poisoning Sample Selection Strategy Zihao Zhu Ruotong Wang Shaokui Wei Li Shen Yanbo Fan Baoyuan Wu AAML SILM 108 10 0 14 Jul 2023
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations Tan Yu Ping Li ViT 81 5 0 25 Nov 2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class Khoa D. Doan Yingjie Lao Ping Li 83 41 0 17 Oct 2022
TrojViT: Trojan Insertion in Vision Transformers Mengxin Zheng Qian Lou Lei Jiang 162 56 0 27 Aug 2022
Defending against Backdoor Attack on Deep Neural Networks Kaidi Xu Sijia Liu Pin-Yu Chen Pu Zhao Xinyu Lin Xue Lin AAML 87 49 0 26 Feb 2020