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DeepFool: a simple and accurate method to fool deep neural networks

14 November 2015

Seyed-Mohsen Moosavi-Dezfooli

Papers citing "DeepFool: a simple and accurate method to fool deep neural networks"

50 / 2,298 papers shown

Title
Cross-Modality Attack Boosted by Gradient-Evolutionary Multiform Optimization Yunpeng Gong Qingyuan Zeng Dejun Xu Zhenzhong Wang Min Jiang AAML 54 8 0 26 Sep 2024
DarkSAM: Fooling Segment Anything Model to Segment Nothing Ziqi Zhou Yufei Song Minghui Li Shengshan Hu Xianlong Wang Leo Yu Zhang Dezhong Yao Hai Jin 91 12 0 26 Sep 2024
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial Examples Yujiang Liu Wenjian Luo Zhijian Chen Muhammad Luqman Naseem AAML 23 0 0 26 Sep 2024
The Roles of Generative Artificial Intelligence in Internet of Electric Vehicles Hanwen Zhang Dusit Niyato Wei Zhang Changyuan Zhao Hongyang Du Abbas Jamalipour Sumei Sun Yiyang Pei AI4CE 70 2 0 24 Sep 2024
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 60 2 0 21 Sep 2024
ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer Shihua Sun Kenechukwu Nwodo Shridatt Sugrim Angelos Stavrou Haining Wang AAML 85 1 0 20 Sep 2024
Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions Samuel Leblanc Aiky Rasolomanana Marco Armenta 74 0 0 20 Sep 2024
Golden Ratio Search: A Low-Power Adversarial Attack for Deep Learning based Modulation Classification Deepsayan Sadhukhan N. Shankar Sheetal Kalyani AAML 43 0 0 17 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Ziyi Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 69 3 0 14 Sep 2024
A Cost-Aware Approach to Adversarial Robustness in Neural Networks Charles Meyers Mohammad Reza Saleh Sedghpour Tommy Löfstedt Erik Elmroth OOD AAML 71 0 0 11 Sep 2024
Unrevealed Threats: A Comprehensive Study of the Adversarial Robustness of Underwater Image Enhancement Models Siyu Zhai Zhibo He Xiaofeng Cong Junming Hou Jie Gui Jian Wei You Xin Gong James Tin-Yau Kwok Yuan Yan Tang AAML 58 0 0 10 Sep 2024
Input Space Mode Connectivity in Deep Neural Networks Jakub Vrabel Ori Shem-Ur Yaron Oz David Krueger 110 1 0 09 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 163 1 0 06 Sep 2024
A practical approach to evaluating the adversarial distance for machine learning classifiers Georg Siedel Ekagra Gupta Andrey Morozov AAML 64 0 0 05 Sep 2024
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks Akshay Jain S. Dubey Satish Kumar Singh KC Santosh B. B. Chaudhuri AAML 65 0 0 05 Sep 2024
One-Index Vector Quantization Based Adversarial Attack on Image Classification Haiju Fan Xiaona Qin Shuang Chen Hubert P. H. Shum Ming Li 51 0 0 02 Sep 2024
Dynamic Label Adversarial Training for Deep Learning Robustness Against Adversarial Attacks Zhenyu Liu Haoran Duan Huizhi Liang Yang Long V. Snás̃el G. Nicosia R. Ranjan Varun Ojha AAML 64 1 0 23 Aug 2024
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images Josh Goldman John K. Tsotsos 47 1 0 20 Aug 2024
Iterative Window Mean Filter: Thwarting Diffusion-based Adversarial Purification Hanrui Wang Ruoxi Sun Cunjian Chen Minhui Xue Lay-Ki Soon Shuo Wang Zhe Jin DiffM AAML 92 2 0 20 Aug 2024
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis Kira Maag Roman Resner Asja Fischer AAML 106 0 0 19 Aug 2024
Attack Anything: Blind DNNs via Universal Background Adversarial Attack Jiawei Lian Shaohui Mei Xiaofei Wang Yi Wang Lefan Wang Yingjie Lu Mingyang Ma Lap-Pui Chau AAML 78 1 0 17 Aug 2024
Exploring Cross-model Neuronal Correlations in the Context of Predicting Model Performance and Generalizability Haniyeh Ehsani Oskouie Lionel Levine Majid Sarrafzadeh 37 2 0 15 Aug 2024
A Multi-task Adversarial Attack Against Face Authentication Hanrui Wang Shuo Wang Cunjian Chen Massimo Tistarelli Zhe Jin CVBM AAML 137 7 0 15 Aug 2024
PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive Replacement Delong Zhang Yi-Xing Peng Xiao-Ming Wu Ancong Wu Wei-Shi Zheng PICV AAML 90 1 0 10 Aug 2024
EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI Duo Zhong Bojing Li Xiang Chen Chenchen Liu AAML 38 0 0 08 Aug 2024
Sample-agnostic Adversarial Perturbation for Vision-Language Pre-training Models Haonan Zheng Wen Jiang Xinyang Deng Wenrui Li VLM AAML 58 4 0 06 Aug 2024
Label Augmentation for Neural Networks Robustness Fatemeh Amerehi Patrick Healy AAML 85 1 0 04 Aug 2024
Joint Universal Adversarial Perturbations with Interpretations Liang-bo Ning Zeyu Dai Wenqi Fan Jingran Su Chao Pan Luning Wang Qing Li AAML 70 2 0 03 Aug 2024
ADBM: Adversarial diffusion bridge model for reliable adversarial purification Xiao-Li Li Wenxuan Sun Huanran Chen Qiongxiu Li Yining Liu Yingzhe He Jie Shi Xiaolin Hu AAML 173 12 0 01 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 106 1 0 31 Jul 2024
Enhancing Adversarial Text Attacks on BERT Models with Projected Gradient Descent Hetvi Waghela Jaydip Sen Sneha Rakshit AAML SILM 74 3 0 29 Jul 2024
From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks Aditya Kulkarni Vivek Balachandran D. Divakaran Tamal Das AAML 123 5 0 29 Jul 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 88 2 0 22 Jul 2024
Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift Qingyuan Zeng Yunpeng Gong Min Jiang AAML 85 5 0 18 Jul 2024
Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective Zhaoxin Wang Handing Wang Cong Tian Yaochu Jin AAML 101 3 0 17 Jul 2024
Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis Zhipeng He Chun Ouyang Laith Alzubaidi Alistair Barros Catarina Moreira AAML 73 1 0 16 Jul 2024
Backdoor Attacks against Image-to-Image Networks Wenbo Jiang Hongwei Li Jiaming He Rui Zhang Guowen Xu Tianwei Zhang Rongxing Lu AAML 69 5 0 15 Jul 2024
CLIP-Guided Networks for Transferable Targeted Attacks Hao Fang Jiawei Kong Bin Chen Tao Dai Hao Wu Shu-Tao Xia AAML 141 6 0 14 Jul 2024
SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images Mingyuan Fan Yang Liu Cen Chen Ximeng Liu AAML 55 0 0 13 Jul 2024
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off L. Halmosi Bálint Mohos Márk Jelasity AAML 76 1 0 12 Jul 2024
Rethinking the Threat and Accessibility of Adversarial Attacks against Face Recognition Systems Yuxin Cao Yumeng Zhu Derui Wang Sheng Wen Minhui Xue Jin Lu Hao Ge AAML 73 0 0 11 Jul 2024
DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques Sudev Kumar Padhi Sk. Subidh Ali AAML 104 0 0 09 Jul 2024
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning Yijun Dong Hoang Phan Xiang Pan Qi Lei 155 6 0 08 Jul 2024
Data Poisoning Attacks in Intelligent Transportation Systems: A Survey Feilong Wang Xin Wang X. Ban AAML 58 11 0 06 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 78 4 0 05 Jul 2024
EvolBA: Evolutionary Boundary Attack under Hard-label Black Box condition Ayane Tajima Satoshi Ono AAML 39 0 0 02 Jul 2024
MALT Powers Up Adversarial Attacks Odelia Melamed Gilad Yehudai Adi Shamir AAML 51 0 0 02 Jul 2024
Deceptive Diffusion: Generating Synthetic Adversarial Examples Lucas Beerens Catherine F. Higham D. Higham WIGM DiffM 75 2 0 28 Jun 2024
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers Jonas Ngnawé Sabyasachi Sahoo Y. Pequignot Frédéric Precioso Christian Gagné AAML 78 0 0 26 Jun 2024
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks Min Ren Yunlong Wang Yuhao Zhu Yongzhen Huang Zhenan Sun Qi Li Tieniu Tan 117 4 0 26 Jun 2024