Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits

International Conference on Learning Representations (ICLR), 2021

21 February 2021

Yong Zhang

Papers citing "Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits"

47 / 47 papers shown

Title
SWAP: Towards Copyright Auditing of Soft Prompts via Sequential Watermarking Wenyuan Yang Yichen Sun Changzheng Chen Zhixuan Chu Jiaheng Zhang Yiming Li Dacheng Tao AAML 96 0 0 05 Nov 2025
ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks Xiaobei Yan Han Qiu Minlie Huang AAML 236 0 0 12 Jun 2025
SFIBA: Spatial-based Full-target Invisible Backdoor Attacks Yangxu Yin Huajun Chen Yudong Gao Yang Liu Hui Yuan Wen Liu AAML 158 0 0 29 Apr 2025
One Pixel is All I Need Deng Siqin Zhou Xiaoyi ViT 955 0 0 14 Dec 2024
A Semi Black-Box Adversarial Bit-Flip Attack with Limited DNN Model InformationICCD (ICCD), 2024 B. Ghavami Mani Sadati M. Shahidzadeh Lesley Shannon S. Wilton AAML 173 0 0 12 Dec 2024
Data Free Backdoor AttacksNeural Information Processing Systems (NeurIPS), 2024 Bochuan Cao Jinyuan Jia Chuxuan Hu Wenbo Guo Zhen Xiang Jinghui Chen Yue Liu Dawn Song AAML 318 1 0 09 Dec 2024
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency DomainNeural Information Processing Systems (NeurIPS), 2024 Fengpeng Li Kemou Li Haiwei Wu Jinyu Tian Jiantao Zhou AAML 267 4 0 16 Oct 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
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks Sourabh Kapoor Arnab Sharma Michael Röder Caglar Demir Axel-Cyrille Ngonga Ngomo AAML 132 0 0 09 Jul 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Yue Liu Dawn Song Peter Henderson Prateek Mittal AAML 271 19 0 29 May 2024
DeepNcode: Encoding-Based Protection against Bit-Flip Attacks on Neural Networks Patrik Velcický J. Breier Mladen Kovacevic Xiaolu Hou AAML 185 2 0 22 May 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 283 5 0 17 May 2024
Adversarial Robustness for Visual Grounding of Multimodal Large Language Models Kuofeng Gao Yang Bai Jiawang Bai Yong Yang Shu-Tao Xia AAML 217 25 0 16 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 271 37 0 16 May 2024
LSP Framework: A Compensatory Model for Defeating Trigger Reverse Engineering via Label Smoothing Poisoning Beichen Li Yuanfang Guo Heqi Peng Yangxi Li Yun-an Wang 172 0 0 19 Apr 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach Orson Mengara DiffM 543 4 0 05 Feb 2024
Inducing High Energy-Latency of Large Vision-Language Models with Verbose ImagesInternational Conference on Learning Representations (ICLR), 2024 Kuofeng Gao Yang Bai Jindong Gu Shu-Tao Xia Juil Sock Zhifeng Li Wei Liu VLM 168 63 0 20 Jan 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIPComputer Vision and Pattern Recognition (CVPR), 2023 Jiawang Bai Kuofeng Gao Shaobo Min Shu-Tao Xia Zhifeng Li Wei Liu VLM 209 66 0 26 Nov 2023
Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling SubnetworksIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Yang Liu Jianshu Li Jindong Gu Yang Bai Xiaochun Cao AAML 180 14 0 24 Oct 2023
Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and OpportunitiesIEEE Access (IEEE Access), 2023 Subash Neupane Shaswata Mitra Ivan A. Fernandez Swayamjit Saha Sudip Mittal Jingdao Chen Nisha Pillai Shahram Rahimi 193 22 0 12 Oct 2023
One-bit Flip is All You Need: When Bit-flip Attack Meets Model TrainingIEEE International Conference on Computer Vision (ICCV), 2023 Jianshuo Dong Han Qiu Yiming Li Tianwei Zhang Yuan-Fang Li Zeqi Lai Chao Zhang Shutao Xia AAML 124 27 0 12 Aug 2023
Backdoor Federated Learning by Poisoning Backdoor-Critical LayersInternational Conference on Learning Representations (ICLR), 2023 Haomin Zhuang Mingxian Yu Hao Wang Yang Hua Jian Li Xu Yuan FedML 177 26 0 08 Aug 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and BenchmarkingJournal of remote sensing (JRS), 2023 Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 342 14 0 21 Jun 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural NetworksUSENIX Security Symposium (USENIX Security), 2023 Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 191 34 0 27 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective Baoyuan Wu Zihao Zhu Li Liu Qingshan Liu Zhaofeng He Siwei Lyu AAML 429 32 0 19 Feb 2023
Facial Misrecognition Systems: Simple Weight Manipulations Force DNNs to Err Only on Specific Persons I. Zehavi Roee Nitzan A. Shamir AAML CVBM 128 6 0 08 Jan 2023
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingIEEE Conference on Computer Communications (INFOCOM), 2022 Tian Dong Ziyuan Zhang Han Qiu Tianwei Zhang Hewu Li T. Wang AAML 254 9 0 22 Dec 2022
Dormant Neural TrojansInternational Conference on Machine Learning and Applications (ICMLA), 2022 Feisi Fu Panagiota Kiourti Wenchao Li AAML 197 0 0 02 Nov 2022
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace SubnetworkNeural Information Processing Systems (NeurIPS), 2022 Haotao Wang Junyuan Hong Aston Zhang Jiayu Zhou Zinan Lin AAML 179 16 0 12 Oct 2022
Imperceptible and Robust Backdoor Attack in 3D Point CloudIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 Kuofeng Gao Jiawang Bai Baoyuan Wu Mengxi Ya Shutao Xia AAML 3DPC 212 45 0 17 Aug 2022
Hardly Perceptible Trojan Attack against Neural Networks with Bit FlipsEuropean Conference on Computer Vision (ECCV), 2022 Jiawang Bai Kuofeng Gao Dihong Gong Shutao Xia Zhifeng Li Wen Liu AAML 128 33 0 27 Jul 2022
Versatile Weight Attack via Flipping Limited BitsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Jiawang Bai Baoyuan Wu Zhifeng Li Shutao Xia AAML 182 26 0 25 Jul 2022
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic Hang Wang Zhen Xiang David J. Miller G. Kesidis AAML 255 60 0 13 May 2022
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML SystemsIEEE VLSI Test Symposium (VTS), 2022 Shail Dave Alberto Marchisio Muhammad Abdullah Hanif Amira Guesmi Aviral Shrivastava Ihsen Alouani Mohamed Bennai 196 14 0 18 Apr 2022
LAS-AT: Adversarial Training with Learnable Attack StrategyComputer Vision and Pattern Recognition (CVPR), 2022 Yang Liu Yong Zhang Baoyuan Wu Ke Ma Jue Wang Xiaochun Cao AAML 144 171 0 13 Mar 2022
Training with More Confidence: Mitigating Injected and Natural Backdoors During TrainingNeural Information Processing Systems (NeurIPS), 2022 Zhenting Wang Hailun Ding Juan Zhai Shiqing Ma AAML 299 55 0 13 Feb 2022
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Yaning Tan Baoyuan Wu Yanbo Fan Xingxing Wei Xiaochun Cao AAML 260 89 0 22 Jan 2022
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit FlippingIEEE International Symposium on Quality Electronic Design (ISQED), 2021 B. Ghavami Seyd Movi Zhenman Fang Lesley Shannon AAML 164 9 0 25 Dec 2021
Amicable Aid: Perturbing Images to Improve Classification Performance Juyeop Kim Jun-Ho Choi Soobeom Jang Jong-Seok Lee AAML 340 2 0 09 Dec 2021
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks Xiangyu Qi Tinghao Xie Ruizhe Pan Jifeng Zhu Yong-Liang Yang Kai Bu AAML 221 73 0 25 Nov 2021
An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences Wei Guo B. Tondi Mauro Barni AAML 258 93 0 16 Nov 2021
Don't Knock! Rowhammer at the Backdoor of DNN Models M. Tol Saad Islam Andrew J. Adiletta B. Sunar Ziming Zhang AAML 180 25 0 14 Oct 2021
FooBaR: Fault Fooling Backdoor Attack on Neural Network TrainingIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2021 J. Breier Xiaolu Hou Martín Ochoa Jesus Solano SILM AAML 242 12 0 23 Sep 2021
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning Kuofeng Gao Jiawang Bai Bin Chen Dongxian Wu Shutao Xia AAML 229 13 0 18 Sep 2021
Subnet Replacement: Deployment-stage backdoor attack against deep neural networks in gray-box setting Xiangyu Qi Jifeng Zhu Chulin Xie Yong-Liang Yang AAML 153 39 0 15 Jul 2021
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy Adnan Siraj Rakin Li Yang Jingtao Li Fan Yao C. Chakrabarti Yu Cao Jae-sun Seo Deliang Fan AAML MQ 113 33 0 22 Mar 2021
SNIFF: Reverse Engineering of Neural Networks with Fault AttacksIEEE Transactions on Reliability (IEEE Trans. Reliab.), 2020 J. Breier Dirmanto Jap Xiaolu Hou S. Bhasin Yang Liu 201 60 0 23 Feb 2020