v1v2v3 (latest)

Universal adversarial perturbations

26 October 2016

Seyed-Mohsen Moosavi-Dezfooli

Papers citing "Universal adversarial perturbations"

50 / 1,270 papers shown

Title
Towards Understanding Adversarial Robustness of Optical Flow Networks Simon Schrodi Tonmoy Saikia Thomas Brox AAML 97 16 0 30 Mar 2021
Class-Aware Robust Adversarial Training for Object Detection Pin-Chun Chen Bo-Han Kung Jun-Cheng Chen AAML ObjD 132 49 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
On the benefits of robust models in modulation recognition Javier Maroto Gérôme Bovet P. Frossard AAML 59 4 0 27 Mar 2021
IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Shuai Jia Yibing Song Chao Ma Xiaokang Yang AAML 106 49 0 27 Mar 2021
On Generating Transferable Targeted Perturbations Muzammal Naseer Salman Khan Munawar Hayat Fahad Shahbaz Khan Fatih Porikli AAML 111 75 0 26 Mar 2021
Recent Advances in Large Margin Learning Yiwen Guo Changshui Zhang AAML AI4CE 121 13 0 25 Mar 2021
TOP: Backdoor Detection in Neural Networks via Transferability of Perturbation Todd P. Huster E. Ekwedike SILM 83 19 0 18 Mar 2021
Robust Vision-Based Cheat Detection in Competitive Gaming Aditya Jonnalagadda I. Frosio Seth Schneider M. McGuire Joohwan Kim AAML 44 16 0 18 Mar 2021
Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 104 34 0 17 Mar 2021
Adversarial Driving: Attacking End-to-End Autonomous Driving Han-Ching Wu Syed Yunas Sareh Rowlands Wenjie Ruan Johan Wahlstrom AAML 61 27 0 16 Mar 2021
BreakingBED -- Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks M. Vemparala Alexander Frickenstein Nael Fasfous Lukas Frickenstein Qi Zhao ... Daniel Ehrhardt Yuankai Wu C. Unger N. S. Nagaraja W. Stechele AAML 33 7 0 14 Mar 2021
Attack as Defense: Characterizing Adversarial Examples using Robustness Zhe Zhao Guangke Chen Jingyi Wang Yiwei Yang Fu Song Jun Sun AAML 114 31 0 13 Mar 2021
Stabilized Medical Image Attacks Gege Qi Lijun Gong Yibing Song Kai Ma Yefeng Zheng OOD AAML MedIm 78 25 0 09 Mar 2021
Testing Autonomous Systems with Believed Equivalence Refinement Chih-Hong Cheng Rongjie Yan 34 0 0 08 Mar 2021
Universal Adversarial Perturbations and Image Spam Classifiers Andy Phung Mark Stamp AAML 67 1 0 07 Mar 2021
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification A. Azizi I. A. Tahmid Asim Waheed Neal Mangaokar Jiameng Pu M. Javed Chandan K. Reddy Bimal Viswanath AAML 67 82 0 07 Mar 2021
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack Mengting Xu Tao Zhang Zhongnian Li Mingxia Liu Daoqiang Zhang AAML OOD MedIm 105 45 0 05 Mar 2021
A Survey On Universal Adversarial Attack Chaoning Zhang Philipp Benz Chenguo Lin Adil Karjauv Jing Wu In So Kweon AAML 89 93 0 02 Mar 2021
Brain Programming is Immune to Adversarial Attacks: Towards Accurate and Robust Image Classification using Symbolic Learning Gerardo Ibarra-Vázquez Gustavo Olague Mariana Chan-Ley Cesar Puente C. Soubervielle-Montalvo AAML 40 13 0 01 Mar 2021
Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation Lie Ju Xin Eric Wang Lin Wang Dwarikanath Mahapatra Xin Zhao Mehrtash Harandi Tom Drummond Tongliang Liu Z. Ge NoLa OOD 97 23 0 28 Feb 2021
Effective Universal Unrestricted Adversarial Attacks using a MOE Approach Alina Elena Baia G. D. Bari V. Poggioni AAML 72 8 0 27 Feb 2021
On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations Chi Zhang Jinghan Jia Burhaneddin Yaman S. Moeller Sijia Liu Mingyi Hong Mehmet Akçakaya AAML 56 8 0 25 Feb 2021
Graphfool: Targeted Label Adversarial Attack on Graph Embedding Jinyin Chen Xiang Lin Dunjie Zhang Haibin Zheng Guohan Huang Hui Xiong Xiang Lin AAML 79 3 0 24 Feb 2021
Multiplicative Reweighting for Robust Neural Network Optimization Noga Bar Tomer Koren Raja Giryes OOD NoLa 81 9 0 24 Feb 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
Towards Adversarial-Resilient Deep Neural Networks for False Data Injection Attack Detection in Power Grids Jiangnan Li Yingyuan Yang Jinyuan Stella Sun K. Tomsovic Hairong Qi AAML 127 15 0 17 Feb 2021
Just Noticeable Difference for Deep Machine Vision Jian Jin Xingxing Zhang Xin Fu Huan Zhang Weisi Lin Jian Lou Yao Zhao VLM 266 31 0 16 Feb 2021
Just Noticeable Difference for Machine Perception and Generation of Regularized Adversarial Images with Minimal Perturbation Adil Kaan Akan Emre Akbas Fatoş T. Yarman Vural AAML 30 3 0 16 Feb 2021
Cross-modal Adversarial Reprogramming Paarth Neekhara Shehzeen Samarah Hussain Jinglong Du Shlomo Dubnov F. Koushanfar Julian McAuley 116 36 0 15 Feb 2021
Realizable Universal Adversarial Perturbations for Malware Raphael Labaca-Castro Luis Muñoz-González Feargus Pendlebury Gabi Dreo Rodosek Fabio Pierazzi Lorenzo Cavallaro AAML 63 6 0 12 Feb 2021
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective Chaoning Zhang Philipp Benz Adil Karjauv In So Kweon AAML 94 42 0 12 Feb 2021
Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis Fengting Li Xuankai Liu Xiaoli Zhang Qi Li Kun Sun Kang Li AAML 73 13 0 10 Feb 2021
Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers Jacob Mitchell Springer Melanie Mitchell Garrett Kenyon AAML 56 13 0 09 Feb 2021
Target Training Does Adversarial Training Without Adversarial Samples Blerta Lindqvist AAML 25 0 0 09 Feb 2021
Better Safe Than Sorry: Preventing Delusive Adversaries with Adversarial Training Lue Tao Lei Feng Jinfeng Yi Sheng-Jun Huang Songcan Chen AAML 143 73 0 09 Feb 2021
Security and Privacy for Artificial Intelligence: Opportunities and Challenges Ayodeji Oseni Nour Moustafa Helge Janicke Peng Liu Z. Tari A. Vasilakos AAML 67 52 0 09 Feb 2021
A Real-time Defense against Website Fingerprinting Attacks Shawn Shan A. Bhagoji Haitao Zheng Ben Y. Zhao AAML 55 19 0 08 Feb 2021
Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images Jiasong Chen Linchen Qian Timur Urakov Weiyong Gu Liang Liang AAML OOD 50 13 0 04 Feb 2021
TAD: Trigger Approximation based Black-box Trojan Detection for AI Xinqiao Zhang Huili Chen F. Koushanfar AAML 60 14 0 03 Feb 2021
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 76 58 0 01 Feb 2021
Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction Pu Sun Yuezun Li H. Qi Siwei Lyu 55 17 0 01 Feb 2021
Towards Speeding up Adversarial Training in Latent Spaces Yaguan Qian Qiqi Shao Tengteng Yao Bin Wang Shouling Ji Shaoning Zeng Zhaoquan Gu Wassim Swaileh AAML 40 4 0 01 Feb 2021
Cortical Features for Defense Against Adversarial Audio Attacks Ilya Kavalerov Frank Zheng W. Czaja Ramalingam Chellappa AAML 49 0 0 30 Jan 2021
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries Devin Willmott Anit Kumar Sahu Fatemeh Sheikholeslami Filipe Condessa Zico Kolter MLAU AAML 61 3 0 29 Jan 2021
A Statistician Teaches Deep Learning G. Babu David L. Banks Hyunsoo Cho David Han Hailin Sang Shouyi Wang 60 2 0 29 Jan 2021
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting F. Nesti Alessandro Biondi Giorgio Buttazzo AAML 46 40 0 27 Jan 2021
Meta Adversarial Training against Universal Patches J. H. Metzen Nicole Finnie Robin Hutmacher OOD AAML 112 21 0 27 Jan 2021
Defenses Against Multi-Sticker Physical Domain Attacks on Classifiers Xinwei Zhao Matthew C. Stamm AAML 47 3 0 26 Jan 2021
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3D Object Detection Models Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 56 33 0 26 Jan 2021