Universal adversarial perturbations

26 October 2016

Seyed-Mohsen Moosavi-Dezfooli

Papers citing "Universal adversarial perturbations"

50 / 1,266 papers shown

Title
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples Ziqi Zhou Minghui Li Wei Liu Shengshan Hu Yechao Zhang Wei Wan Lulu Xue Leo Yu Zhang Dezhong Yao Hai Jin SILM AAML 52 9 0 16 Mar 2024
Towards Non-Adversarial Algorithmic Recourse Tobias Leemann Martin Pawelczyk Bardh Prenkaj Gjergji Kasneci AAML 28 1 0 15 Mar 2024
An Image Is Worth 1000 Lies: Adversarial Transferability across Prompts on Vision-Language Models Haochen Luo Jindong Gu Fengyuan Liu Philip Torr VLM VPVLM AAML 60 21 0 14 Mar 2024
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors Ben Pinhasov Raz Lapid Rony Ohayon Moshe Sipper Y. Aperstein AAML 35 7 0 05 Mar 2024
Improving the Robustness of Object Detection and Classification AI models against Adversarial Patch Attacks Roie Kazoom Raz Birman Ofer Hadar AAML 24 3 0 04 Mar 2024
Adversarial Math Word Problem Generation Roy Xie Chengxuan Huang Junlin Wang Bhuwan Dhingra AAML 38 1 0 27 Feb 2024
Adversarial Perturbations of Physical Signals Robert L. Bassett Austin Van Dellen Anthony P. Austin AAML 30 0 0 27 Feb 2024
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales Shuren Qi Yushu Zhang Chao Wang Zhihua Xia Xiaochun Cao Jian Weng 39 1 0 23 Feb 2024
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation Yi Zhang Yun Tang Wenjie Ruan Xiaowei Huang Siddartha Khastgir P. Jennings Xingyu Zhao AAML 35 4 0 23 Feb 2024
AICAttack: Adversarial Image Captioning Attack with Attention-Based Optimization Jiyao Li Mingze Ni Yifei Dong Tianqing Zhu Wei Liu AAML 35 2 0 19 Feb 2024
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents Lingbo Mo Zeyi Liao Boyuan Zheng Yu-Chuan Su Chaowei Xiao Huan Sun AAML LLMAG 51 15 0 15 Feb 2024
End-to-End Training Induces Information Bottleneck through Layer-Role Differentiation: A Comparative Analysis with Layer-wise Training Keitaro Sakamoto Issei Sato 24 4 0 14 Feb 2024
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space Leo Schwinn David Dobre Sophie Xhonneux Gauthier Gidel Stephan Gunnemann AAML 51 38 0 14 Feb 2024
Generating Universal Adversarial Perturbations for Quantum Classifiers Gautham Anil Vishnu Vinod Apurva Narayan AAML 21 4 0 13 Feb 2024
Test-Time Backdoor Attacks on Multimodal Large Language Models Dong Lu Tianyu Pang Chao Du Qian Liu Xianjun Yang Min Lin AAML 58 21 0 13 Feb 2024
Investigating White-Box Attacks for On-Device Models M. Zhou Xiang Gao Jing Wu Kui Liu Hailong Sun Li Li AAML 36 9 0 08 Feb 2024
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation Sobihan Surendran Antoine Godichon-Baggioni Adeline Fermanian Sylvain Le Corff 45 1 0 05 Feb 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers Oryan Yehezkel Alon Zolfi Amit Baras Yuval Elovici A. Shabtai AAML 35 0 0 04 Feb 2024
Seeing is not always believing: The Space of Harmless Perturbations Lu Chen Shaofeng Li Benhao Huang Fan Yang Zheng Li Jie Li Yuan Luo AAML 16 0 0 03 Feb 2024
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models Erik Arakelyan Zhaoqi Liu Isabelle Augenstein AAML 45 10 0 25 Jan 2024
Sparse and Transferable Universal Singular Vectors Attack Kseniia Kuvshinova Olga Tsymboi Ivan Oseledets AAML 38 0 0 25 Jan 2024
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors Hangsheng Zhang Dongqi Han Yinlong Liu Zhiliang Wang Jiyan Sun Shangyuan Zhuang Jiqiang Liu Jinsong Dong AAML 22 3 0 19 Jan 2024
Cross-Modality Perturbation Synergy Attack for Person Re-identification Yunpeng Gong Zhun Zhong Zhiming Luo Yansong Qu Rongrong Ji Min Jiang AAML 40 20 0 18 Jan 2024
Hijacking Attacks against Neural Networks by Analyzing Training Data Yunjie Ge Qian Wang Huayang Huang Qi Li Cong Wang Chao Shen Lingchen Zhao Peipei Jiang Zheng Fang Shenyi Zhang 21 0 0 18 Jan 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 33 9 0 18 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 32 3 0 17 Jan 2024
Do stable neural networks exist for classification problems? -- A new view on stability in AI Z. N. D. Liu A. C. Hansen 30 0 0 15 Jan 2024
Null Space Properties of Neural Networks with Applications to Image Steganography Xiang Li Kevin M. Short AAML 15 0 0 01 Jan 2024
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation Wenyi Tan Yang Li Chenxing Zhao Zhunga Liu Quanbiao Pan AAML 28 3 0 28 Dec 2023
AdvCloak: Customized Adversarial Cloak for Privacy Protection Xuannan Liu Yaoyao Zhong Xingchen Cui Yuhang Zhang Peipei Li Weihong Deng PICV 34 2 0 22 Dec 2023
When can you trust feature selection? -- I: A condition-based analysis of LASSO and generalised hardness of approximation Alexander Bastounis Felipe Cucker Anders C. Hansen 28 2 0 18 Dec 2023
UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks Bingyin Zhao Yingjie Lao AAML 38 1 0 17 Dec 2023
A Malware Classification Survey on Adversarial Attacks and Defences Mahesh Ponnuru Likhitha Amasala Tanu Sree Bhimavarapu Guna Chaitanya Garikipati AAML 15 4 0 15 Dec 2023
Adversarial Robustness on Image Classification with $k$ -means Rollin Omari Junae Kim Paul Montague OOD VLM 11 0 0 15 Dec 2023
Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection Samrat Mukherjee Dibyanayan Bandyopadhyay Baban Gain Asif Ekbal AAML MedIm FedML 31 0 0 13 Dec 2023
Dynamic Adversarial Attacks on Autonomous Driving Systems Amirhosein Chahe Chenan Wang Abhishek S. Jeyapratap Kaidi Xu Lifeng Zhou AAML 24 6 0 10 Dec 2023
MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness Xiaoyun Xu Shujian Yu Jingzheng Wu S. Picek AAML 35 0 0 08 Dec 2023
Defense against ML-based Power Side-channel Attacks on DNN Accelerators with Adversarial Attacks Xiaobei Yan Chip Hong Chang Tianwei Zhang AAML 26 1 0 07 Dec 2023
Model Copyright Protection in Buyer-seller Environment Yusheng Guo Nan Zhong Zhenxing Qian Xinpeng Zhang 11 0 0 05 Dec 2023
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 71 1 0 03 Dec 2023
Trainwreck: A damaging adversarial attack on image classifiers Jan Zahálka 29 1 0 24 Nov 2023
Security and Privacy Challenges in Deep Learning Models Gopichandh Golla AAML SILM MIACV 19 1 0 23 Nov 2023
A Survey of Adversarial CAPTCHAs on its History, Classification and Generation Zisheng Xu Qiao Yan Fei Yu Victor C.M. Leung AAML 29 1 0 22 Nov 2023
Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack Detection Renu Sharma Redwan Sony Arun Ross AAML 21 3 0 21 Nov 2023
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems Sai Amrit Patnaik Shivali Chansoriya Anil K. Jain A. Namboodiri AAML GAN 37 0 0 20 Nov 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 68 3 0 20 Nov 2023
Discrete approximations of Gaussian smoothing and Gaussian derivatives Tony Lindeberg 32 12 0 19 Nov 2023
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models Ruoxi Chen Haibo Jin Yixin Liu Jinyin Chen Haohan Wang Lichao Sun 34 10 0 19 Nov 2023
Robustness Enhancement in Neural Networks with Alpha-Stable Training Noise Xueqiong Yuan Jipeng Li E. Kuruoglu OOD 13 3 0 17 Nov 2023
Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models Heeseon Kim Minji Son Minbeom Kim Myung-Joon Kwon Changick Kim AAML 37 7 0 17 Nov 2023