Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks

27 February 2023

Qi Li

Papers citing "Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks"

12 / 12 papers shown

Title
NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks Rian Adam Rajagede M. Santriaji Muhammad Arya Fikriansyah Hilal Hudan Nuha Yanjie Fu Yan Solihin AAML 31 0 0 09 Apr 2025
Hessian-aware Training for Enhancing DNNs Resilience to Parameter Corruptions Tahmid Hasan Prato Seijoon Kim Lizhong Chen Sanghyun Hong AAML 35 0 0 02 Apr 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 79 2 0 10 Dec 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 74 0 0 20 Nov 2024
DeepNcode: Encoding-Based Protection against Bit-Flip Attacks on Neural Networks Patrik Velcický J. Breier Mladen Kovacevic Xiaolu Hou AAML 38 1 0 22 May 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 57 56 0 11 Jan 2024
Defenses in Adversarial Machine Learning: A Survey Baoyuan Wu Shaokui Wei Mingli Zhu Meixi Zheng Zihao Zhu Mingda Zhang Hongrui Chen Danni Yuan Li Liu Qingshan Liu AAML 30 14 0 13 Dec 2023
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification Bang Wu Xingliang Yuan Shuo Wang Qi Li Minhui Xue Shirui Pan 21 8 0 13 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 27 0 0 02 Nov 2023
DNN-Defender: An in-DRAM Deep Neural Network Defense Mechanism for Adversarial Weight Attack Ranyang Zhou Sabbir Ahmed Adnan Siraj Rakin Shaahin Angizi AAML 13 1 0 14 May 2023
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 188 274 0 06 Mar 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014