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TBT: Targeted Neural Network Attack with Bit Trojan

10 September 2019

Adnan Siraj Rakin

Papers citing "TBT: Targeted Neural Network Attack with Bit Trojan"

50 / 66 papers shown

Title
ObfusBFA: A Holistic Approach to Safeguarding DNNs from Different Types of Bit-Flip Attacks Xiaobei Yan Han Qiu Tianwei Zhang AAML 122 0 0 12 Jun 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 426 0 0 29 Apr 2025
Robo-Troj: Attacking LLM-based Task Planners Mohaiminul Al Nahian Zainab Altaweel David Reitano Sabbir Ahmed Saumitra Lohokare Shiqi Zhang AAML 146 0 0 23 Apr 2025
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 460 0 0 11 Mar 2025
PrisonBreak: Jailbreaking Large Language Models with Fewer Than Twenty-Five Targeted Bit-flips Zachary Coalson Jeonghyun Woo Shiyang Chen Yu Sun Lishan Yang Prashant J. Nair Bo Fang Sanghyun Hong AAML 138 3 0 10 Dec 2024
Beating Backdoor Attack at Its Own Game Min Liu Alberto L. Sangiovanni-Vincentelli Xiangyu Yue AAML 179 12 0 28 Jul 2023
OVLA: Neural Network Ownership Verification using Latent Watermarks Feisi Fu Wenchao Li AAML 133 1 0 15 Jun 2023
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiang Ji AAML 37 2 0 28 May 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 168 30 0 10 May 2023
Influencer Backdoor Attack on Semantic Segmentation Haoheng Lan Jindong Gu Philip Torr Hengshuang Zhao AAML 76 6 0 21 Mar 2023
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks Jialai Wang Ziyuan Zhang Meiqi Wang Han Qiu Tianwei Zhang Qi Li Zongpeng Li Tao Wei Chao Zhang AAML 93 22 0 27 Feb 2023
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 99 15 0 25 Jan 2023
Federated Learning for Energy Constrained IoT devices: A systematic mapping study Rachid El Mokadem Yann Ben Maissa Zineb El Akkaoui 67 8 0 09 Jan 2023
Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators Abhishek Tyagi Yiming Gan Shaoshan Liu Bo Yu P. Whatmough Yuhao Zhu AAML 79 9 0 05 Dec 2022
Federated Learning Attacks and Defenses: A Survey Yao Chen Yijie Gui Hong Lin Wensheng Gan Yongdong Wu FedML 84 31 0 27 Nov 2022
Backdoor Attacks for Remote Sensing Data with Wavelet Transform Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 67 14 0 15 Nov 2022
Dormant Neural Trojans Feisi Fu Panagiota Kiourti Wenchao Li AAML 89 0 0 02 Nov 2022
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization Zhiyuan Zhang Ruixuan Luo Qi Su Xueting Sun 105 13 0 13 Oct 2022
Understanding Impacts of Task Similarity on Backdoor Attack and Detection Di Tang Rui Zhu Wenyuan Xu Haixu Tang Yi Chen AAML 118 5 0 12 Oct 2022
Backdoor Attacks in the Supply Chain of Masked Image Modeling Xinyue Shen Xinlei He Zheng Li Yun Shen Michael Backes Yang Zhang 78 8 0 04 Oct 2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection Yiming Li Yang Bai Yong Jiang Yong-Liang Yang Shutao Xia Bo Li AAML 140 110 0 27 Sep 2022
TrojViT: Trojan Insertion in Vision Transformers Mengxin Zheng Qian Lou Lei Jiang 178 56 0 27 Aug 2022
Data-free Backdoor Removal based on Channel Lipschitzness Runkai Zheng Rong Tang Jianze Li Li Liu AAML 84 110 0 05 Aug 2022
Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips Jiawang Bai Kuofeng Gao Dihong Gong Shutao Xia Zhifeng Li Wen Liu AAML 80 29 0 27 Jul 2022
Versatile Weight Attack via Flipping Limited Bits Jiawang Bai Baoyuan Wu Zhifeng Li Shutao Xia AAML 71 20 0 25 Jul 2022
A Survey of Neural Trojan Attacks and Defenses in Deep Learning Jie Wang Ghulam Mubashar Hassan Naveed Akhtar AAML 76 26 0 15 Feb 2022
Jigsaw Puzzle: Selective Backdoor Attack to Subvert Malware Classifiers Limin Yang Zhi Chen Jacopo Cortellazzi Feargus Pendlebury Kevin Tu Fabio Pierazzi Lorenzo Cavallaro Gang Wang AAML 111 38 0 11 Feb 2022
Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire Siddhartha Datta N. Shadbolt AAML 105 7 0 28 Jan 2022
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma Yinshan Li Yansong Gao A. Abuadbba Zhi-Li Zhang Anmin Fu Hyoungshick Kim S. Al-Sarawi N. Surya Derek Abbott 129 35 0 21 Jan 2022
Neighboring Backdoor Attacks on Graph Convolutional Network Liang Chen Qibiao Peng Jintang Li Yang Liu Jiawei Chen Yong Li Zibin Zheng GNN AAML 78 11 0 17 Jan 2022
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping B. Ghavami Seyd Movi Zhenman Fang Lesley Shannon AAML 64 9 0 25 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 93 60 0 25 Nov 2021
Enhancing Backdoor Attacks with Multi-Level MMD Regularization Pengfei Xia Hongjing Niu Ziqiang Li Bin Li AAML 78 31 0 09 Nov 2021
Get a Model! Model Hijacking Attack Against Machine Learning Models A. Salem Michael Backes Yang Zhang AAML 109 28 0 08 Nov 2021
TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks C. Amarnath Aishwarya H. Balwani Kwondo Ma Abhijit Chatterjee AAML 40 3 0 16 Oct 2021
Widen The Backdoor To Let More Attackers In Siddhartha Datta Giulio Lovisotto Ivan Martinovic N. Shadbolt AAML 58 3 0 09 Oct 2021
FooBaR: Fault Fooling Backdoor Attack on Neural Network Training J. Breier Xiaolu Hou Martín Ochoa Jesus Solano SILM AAML 88 10 0 23 Sep 2021
Adversarial Parameter Defense by Multi-Step Risk Minimization Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun AAML 64 6 0 07 Sep 2021
How to Inject Backdoors with Better Consistency: Logit Anchoring on Clean Data Zhiyuan Zhang Lingjuan Lyu Weiqiang Wang Lichao Sun Xu Sun 86 36 0 03 Sep 2021
Poison Ink: Robust and Invisible Backdoor Attack Jie Zhang Dongdong Chen Qidong Huang Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu AAML 78 90 0 05 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 165 242 0 01 Aug 2021
Handcrafted Backdoors in Deep Neural Networks Sanghyun Hong Nicholas Carlini Alexey Kurakin 132 76 0 08 Jun 2021
Hidden Backdoors in Human-Centric Language Models Shaofeng Li Hui Liu Tian Dong Benjamin Zi Hao Zhao Minhui Xue Haojin Zhu Jialiang Lu SILM 143 154 0 01 May 2021
Robust Backdoor Attacks against Deep Neural Networks in Real Physical World Mingfu Xue Can He Shichang Sun Jian Wang Weiqiang Liu AAML 84 46 0 15 Apr 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud Xinke Li Zhirui Chen Yue Zhao Zekun Tong Yabang Zhao A. Lim Qiufeng Wang 3DPC AAML 166 53 0 30 Mar 2021
MISA: Online Defense of Trojaned Models using Misattributions Panagiota Kiourti Wenchao Li Anirban Roy Karan Sikka Susmit Jha 56 10 0 29 Mar 2021
Black-box Detection of Backdoor Attacks with Limited Information and Data Yinpeng Dong Xiao Yang Zhijie Deng Tianyu Pang Zihao Xiao Hang Su Jun Zhu AAML 91 114 0 24 Mar 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 73 27 0 22 Mar 2021
EX-RAY: Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry Yingqi Liu Guangyu Shen Guanhong Tao Zhenting Wang Shiqing Ma Xinming Zhang AAML 97 8 0 16 Mar 2021
Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits Jiawang Bai Baoyuan Wu Yong Zhang Yiming Li Zhifeng Li Shutao Xia AAML 101 75 0 21 Feb 2021