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TBT: Targeted Neural Network Attack with Bit Trojan

Computer Vision and Pattern Recognition (CVPR), 2019

10 September 2019

Adnan Siraj Rakin

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

50 / 113 papers shown

Title
Rounding-Guided Backdoor Injection in Deep Learning Model Quantization Xiangxiang Chen Peixin Zhang Jun Sun Wenhai Wang Jingyi Wang AAML 106 0 0 05 Oct 2025
SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models Jingkai Guo C. Chakrabarti Deliang Fan AAML 44 3 0 26 Sep 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
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 882 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 356 1 0 23 Apr 2025
Hessian-aware Training for Enhancing DNNs Resilience to Parameter Corruptions Tahmid Hasan Prato Seijoon Kim Lizhong Chen Sanghyun Hong AAML 289 1 0 02 Apr 2025
Seal Your Backdoor with Variational Defense Ivan Sabolić Matej Grcić Sinisa Segvic AAML 1.1K 1 0 11 Mar 2025
Stealthy Backdoor Attack to Real-world Models in Android Apps Jiali Wei Ming Fan Xicheng Zhang Wenjing Jiao Jian Shu Ting Liu AAML 221 0 0 03 Jan 2025
PrisonBreak: Jailbreaking Large Language Models with at Most Twenty-Five Targeted Bit-flips Zachary Coalson Jeonghyun Woo Shiyang Chen Yu Sun Yu Sun ... Lishan Yang Gururaj Saileshwar Prashant J. Nair Bo Fang Sanghyun Hong AAML 489 8 0 10 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 334 1 0 09 Dec 2024
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency PriorIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Yi Yu Yufei Wang Wenhan Yang Lanqing Guo Shijian Lu Ling-yu Duan Yap-Peng Tan Alex C. Kot AAML 271 12 0 02 Dec 2024
BadScan: An Architectural Backdoor Attack on Visual State Space Models Om Suhas Deshmukh Sankalp Nagaonkar A. Tripathi Ashish Mishra Mamba 259 0 0 26 Nov 2024
SoK: A Systems Perspective on Compound AI Threats and Countermeasures Sarbartha Banerjee Prateek Sahu Mulong Luo Anjo Vahldiek-Oberwagner N. Yadwadkar Mohit Tiwari AAML 301 3 0 20 Nov 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks Lingxin Jin Meiyu Lin Wei Jiang Jinyu Zhan AAML SILM 154 3 0 24 Sep 2024
CAMH: Advancing Model Hijacking Attack in Machine LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Xing He Jiahao Chen Yuwen Pu Qingming Li Chunyi Zhou Yingcai Wu Jinbao Li Shouling Ji 125 0 0 25 Aug 2024
A Practical Trigger-Free Backdoor Attack on Neural Networks Jiahao Wang Xianglong Zhang Xiuzhen Cheng Pengfei Hu Guoming Zhang AAML 171 1 0 21 Aug 2024
Towards Physical World Backdoor Attacks against Skeleton Action RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Qichen Zheng Yi Yu Siyuan Yang Jun Liu Kwok-Yan Lam Alex C. Kot AAML 231 7 0 16 Aug 2024
A Survey of Trojan Attacks and Defenses to Deep Neural Networks Lingxin Jin Xianyu Wen Wei Jiang Jinyu Zhan AAML 220 3 0 15 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 149 0 0 30 Jul 2024
IPA-NeRF: Illusory Poisoning Attack Against Neural Radiance Fields Wenxiang Jiang Hanwei Zhang Shuo Zhao Zhongwen Guo China AAML 275 3 0 16 Jul 2024
RMF: A Risk Measurement Framework for Machine Learning ModelsARES (ARES), 2024 Jan Schröder Jakub Breier 124 1 0 15 Jun 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
Adversarial Robustness for Visual Grounding of Multimodal Large Language Models Kuofeng Gao Yang Bai Jiawang Bai Yong Yang Shu-Tao Xia AAML 221 25 0 16 May 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 352 36 0 13 Feb 2024
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors D. Sahabandu Xiaojun Xu Arezoo Rajabi Luyao Niu Bhaskar Ramasubramanian Bo Li Radha Poovendran AAML 168 1 0 12 Feb 2024
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models Jiachen Zhou Peizhuo Lv Yibing Lan Guozhu Meng Kai Chen Hualong Ma AAML 281 13 0 18 Dec 2023
Generating Visually Realistic Adversarial Patch Xiaosen Wang Kunyu Wang AAML 181 1 0 05 Dec 2023
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent Lorenz Kummer Samir Moustafa Nils N. Kriege Wilfried N. Gansterer GNN AAML 173 0 0 02 Nov 2023
Label Poisoning is All You NeedNeural Information Processing Systems (NeurIPS), 2023 Rishi Jha J. Hayase Sewoong Oh AAML 235 42 0 29 Oct 2023
Safe and Robust Watermark Injection with a Single OoD ImageInternational Conference on Learning Representations (ICLR), 2023 Shuyang Yu Junyuan Hong Haobo Zhang Haotao Wang Zinan Lin Jiayu Zhou WIGM 268 3 0 04 Sep 2023
Everyone Can Attack: Repurpose Lossy Compression as a Natural Backdoor Attack Sze Jue Yang Q. Nguyen Chee Seng Chan Khoa D. Doan AAML DiffM 327 0 0 31 Aug 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 181 26 0 08 Aug 2023
TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Indranil Sur Karan Sikka Matthew Walmer K. Koneripalli Anirban Roy Xiaoyu Lin Ajay Divakaran Susmit Jha 143 12 0 07 Aug 2023
Beating Backdoor Attack at Its Own GameIEEE International Conference on Computer Vision (ICCV), 2023 Min Liu Alberto L. Sangiovanni-Vincentelli Xiangyu Yue AAML 492 13 0 28 Jul 2023
OVLA: Neural Network Ownership Verification using Latent Watermarks Feisi Fu Wenchao Li AAML 213 1 0 15 Jun 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world ScenariosInternational Conference on Learning Representations (ICLR), 2023 Wandi Qiao Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 276 11 0 14 Jun 2023
A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor AttacksIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Wandi Qiao Hong Sun Pengfei Xia Beihao Xia Xue Rui Wei Zhang Qinglang Guo Bin Li AAML 277 11 0 14 Jun 2023
Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiang Ji AAML 90 3 0 28 May 2023
Decision-based iterative fragile watermarking for model integrity verification Z. Yin Heng Yin Hang Su Xinpeng Zhang Zhenzhe Gao AAML 222 4 0 13 May 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and TaxonomyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 464 51 0 10 May 2023
Influencer Backdoor Attack on Semantic SegmentationInternational Conference on Learning Representations (ICLR), 2023 Haoheng Lan Jindong Gu Juil Sock Hengshuang Zhao AAML 260 9 0 21 Mar 2023
TrojText: Test-time Invisible Textual Trojan InsertionInternational Conference on Learning Representations (ICLR), 2023 Qiang Lou Ye Liu Bo Feng 325 34 0 03 Mar 2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency TriggerComputer Vision and Pattern Recognition (CVPR), 2023 Yi Yu Yufei Wang Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot 291 58 0 28 Feb 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 195 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 441 32 0 19 Feb 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 187 21 0 14 Feb 2023
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation TestingIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 174 26 0 25 Jan 2023
Federated Learning for Energy Constrained IoT devices: A systematic mapping studyCluster Computing (CC), 2022 Rachid El Mokadem Yann Ben Maissa Zineb El Akkaoui 150 9 0 09 Jan 2023