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Backdoor Attack in the Physical World

6 April 2021

Papers citing "Backdoor Attack in the Physical World"

50 / 74 papers shown

Title
TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening Nam Le L. Zhang Kewen Liao Shirui Pan Wei Luo AAML 64 0 0 16 Oct 2025
Rounding-Guided Backdoor Injection in Deep Learning Model Quantization Xiangxiang Chen Peixin Zhang Jun Sun Wenhai Wang Jingyi Wang AAML 84 0 0 05 Oct 2025
Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack Yukun Chen Boheng Li Yu Yuan Leyi Qi Y. Li Tianwei Zhang Zhan Qin K. Ren AAML 72 1 0 28 Sep 2025
BDFirewall: Towards Effective and Expeditiously Black-Box Backdoor Defense in MLaaS Ye Li Chengcheng Zhu Yanchao Zhao J. Zhang AAML 79 0 0 05 Aug 2025
DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective Shuo Shao Yiming Li Mengren Zheng Zhiyang Hu Yukun Chen Boheng Li Yexiao He Junfeng Guo D. Tao Zhan Qin AAML 214 6 0 08 Jul 2025
FIGhost: Fluorescent Ink-based Stealthy and Flexible Backdoor Attacks on Physical Traffic Sign Recognition Shuai Yuan Guowen Xu Hongwei Li Rui Zhang Xinyuan Qian Wenbo Jiang Hangcheng Cao Qingchuan Zhao AAML 290 0 0 17 May 2025
GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion Jiaxin Hong Sixu Chen Shuoyang Sun Hongyao Yu Hao Fang Yuqi Tan Bin Chen Shuhan Qi Jiawei Li 3DGS AAML 830 0 0 29 Apr 2025
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream DatasetsIEEE Symposium on Security and Privacy (S&P), 2025 Yanzhe Zhang Yuxuan Zhou Tianyu Li Minghui Li Shengshan Hu Wei Luo L. Zhang AAML SILM 150 2 0 16 Apr 2025
Defending Deep Neural Networks against Backdoor Attacks via Module Switching Weijun Li Ansh Arora Xuanli He Mark Dras Xingliang Yuan AAML MoMe 229 0 0 08 Apr 2025
Backdooring CLIP through Concept Confusion Lijie Hu Junchi Liao Weimin Lyu Shaopeng Fu Tianhao Huang Shu Yang Guimin Hu Di Wang AAML 270 1 0 12 Mar 2025
REFINE: Inversion-Free Backdoor Defense via Model ReprogrammingInternational Conference on Learning Representations (ICLR), 2025 Yuxiao Chen Shuo Shao Enhao Huang Yiming Li Pin-Yu Chen Zhan Qin Kui Ren AAML 185 15 0 22 Feb 2025
BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense EvaluationKnowledge Discovery and Data Mining (KDD), 2024 Haiyang Yu Tian Xie Jiaping Gui Pengyang Wang P. Yi Yue Wu 282 2 0 17 Nov 2024
ProP: Efficient Backdoor Detection via Propagation Perturbation for Overparametrized Models Tao Ren Qiongxiu Li AAML 146 0 0 11 Nov 2024
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing Dongliang Guo Mengxuan Hu Zihan Guan Junfeng Guo Thomas Hartvigsen Sheng Li AAML 276 4 0 23 Oct 2024
Backdoor Attack on Vertical Federated Graph Neural Network LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Jirui Yang Peng Chen Zhihui Lu Ruijun Deng Qiang Duan Jianping Zeng AAML FedML 832 1 0 15 Oct 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Lyne Tchapmi Fei Wang Chaowei Xiao Muhao Chen AAML 211 9 0 30 Sep 2024
Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 226 7 0 20 Sep 2024
VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and PurificationEuropean Symposium on Research in Computer Security (ESORICS), 2024 Yungi Cho Woorim Han Miseon Yu Younghan Lee Ho Bae Y. Paek AAML FedML 169 6 0 28 Aug 2024
DeepBaR: Fault Backdoor Attack on Deep Neural Network Layers Camilo A. Mart´ınez-Mej´ıa Jesus Solano J. Breier Dominik Bucko Xiaolu Hou AAML 141 0 0 30 Jul 2024
Imperceptible Rhythm Backdoor Attacks: Exploring Rhythm Transformation for Embedding Undetectable Vulnerabilities on Speech Recognition Wenhan Yao Jiangkun Yang yongqiang He Jia Liu Weiping Wen 258 4 0 16 Jun 2024
DiffPhysBA: Diffusion-based Physical Backdoor Attack against Person Re-Identification in Real-World Wenli Sun Xinyang Jiang Dongsheng Li Cairong Zhao DiffM AAML 196 2 0 30 May 2024
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling ConsistencyInternational Conference on Machine Learning (ICML), 2024 Linshan Hou Ruili Feng Zhongyun Hua Wei Luo Leo Yu Zhang Yiming Li AAML 231 37 0 16 May 2024
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World Wen Yin Jian Lou Pan Zhou Yulai Xie Dan Feng Yuhua Sun Tailai Zhang Lichao Sun AAML 119 11 0 30 Apr 2024
Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning Rong Wang Guichen Zhou Mingjun Gao Yunpeng Xiao AAML FedML 105 5 0 22 Apr 2024
Invisible Backdoor Attack Through Singular Value DecompositionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024 Wenmin Chen Xiaowei Xu AAML 164 2 0 18 Mar 2024
Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning H. M. Dolatabadi S. Erfani Christopher Leckie AAML 157 0 0 17 Feb 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 308 35 0 13 Feb 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach Orson Mengara DiffM 461 4 0 05 Feb 2024
BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity LiftingIEEE Symposium on Security and Privacy (S&P), 2023 Huming Qiu Junjie Sun Mi Zhang Xudong Pan Min Yang AAML 241 6 0 08 Dec 2023
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute TriggerIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2023 Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 264 5 0 03 Dec 2023
A Unified Hardware-based Threat Detector for AI Accelerators Xiaobei Yan Han Qiu Tianwei Zhang 160 2 0 28 Nov 2023
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at HandNeural Information Processing Systems (NeurIPS), 2023 Junfeng Guo Yiming Li Lixu Wang Shu-Tao Xia Heng-Chiao Huang Cong Liu Boheng Li 245 82 0 09 Oct 2023
Physical Invisible Backdoor Based on Camera ImagingACM Multimedia (ACM MM), 2023 Yusheng Guo Nan Zhong Zhenxing Qian Xinpeng Zhang DiffM 181 3 0 14 Sep 2023
Towards Robust Model Watermark via Reducing Parametric VulnerabilityIEEE International Conference on Computer Vision (ICCV), 2023 Guanhao Gan Yiming Li Dongxian Wu Shu-Tao Xia AAML 163 18 0 09 Sep 2023
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input DetectionInternational Conference on Learning Representations (ICLR), 2023 Tinghao Xie Xiangyu Qi Ping He Yiming Li Jiachen T. Wang Prateek Mittal AAML 160 12 0 23 Aug 2023
PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model ModificationACM Multimedia (ACM MM), 2023 Yizhen Yuan Rui Kong Shenghao Xie Yan Liang Yunxin Liu 78 11 0 22 Aug 2023
Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of SoundIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Hanbo Cai Pengcheng Zhang Hai Dong Yan Xiao Stefanos Koffas Yiming Li AAML 275 47 0 17 Jul 2023
Versatile Backdoor Attack with Visible, Semantic, Sample-Specific, and Compatible Triggers Ke Xu Hongrui Chen Zihao Zhu Li Liu Baoyuan Wu DiffM 264 13 0 01 Jun 2023
Backdoor Attack with Sparse and Invisible TriggerIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Yinghua Gao Yiming Li Xueluan Gong Zhifeng Li Shutao Xia Qianqian Wang AAML 264 34 0 11 May 2023
Mask and Restore: Blind Backdoor Defense at Test Time with Masked Autoencoder Tao Sun Lu Pang Chao Chen Haibin Ling Haibin Ling AAML 223 10 0 27 Mar 2023
Backdoor Defense via Adaptively Splitting Poisoned DatasetComputer Vision and Pattern Recognition (CVPR), 2023 Kuofeng Gao Yang Bai Jindong Gu Yong-Liang Yang Shutao Xia AAML 143 66 0 23 Mar 2023
Black-box Backdoor Defense via Zero-shot Image PurificationNeural Information Processing Systems (NeurIPS), 2023 Yucheng Shi Mengnan Du Xuansheng Wu Zihan Guan Jin Sun Ninghao Liu 228 41 0 21 Mar 2023
SATBA: An Invisible Backdoor Attack Based On Spatial AttentionInternational Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023 Huasong Zhou Xiaowei Xu Zhenyu Wang Leon Bevan Bullock AAML 123 2 0 25 Feb 2023
Defending Against Backdoor Attacks by Layer-wise Feature AnalysisPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023 N. Jebreel J. Domingo-Ferrer Yiming Li AAML 176 20 0 24 Feb 2023
Poisoning Web-Scale Training Datasets is PracticalIEEE Symposium on Security and Privacy (IEEE S&P), 2023 Nicholas Carlini Matthew Jagielski Christopher A. Choquette-Choo Daniel Paleka Will Pearce Hyrum S. Anderson Seth Neel Kurt Thomas Florian Tramèr SILM 331 265 0 20 Feb 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 169 21 0 14 Feb 2023
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction ConsistencyInternational Conference on Learning Representations (ICLR), 2023 Junfeng Guo Yiming Li Hang Zhang Hanqing Guo Lichao Sun Cong Liu AAML MLAU 129 132 0 07 Feb 2023
BackdoorBox: A Python Toolbox for Backdoor Learning Yiming Li Mengxi Ya Yang Bai Yong Jiang Shutao Xia AAML 190 49 0 01 Feb 2023
Salient Conditional Diffusion for Defending Against Backdoor Attacks Brandon B. May N. Joseph Tatro Dylan Walker Piyush Kumar N. Shnidman DiffM 164 10 0 31 Jan 2023
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning Soumyadeep Pal Ren Wang Yuguang Yao Sijia Liu 178 7 0 20 Jan 2023