Universal adversarial perturbations

26 October 2016

Seyed-Mohsen Moosavi-Dezfooli

Papers citing "Universal adversarial perturbations"

50 / 1,266 papers shown

Title
On The Relationship Between Universal Adversarial Attacks And Sparse Representations Dana Weitzner Raja Giryes AAML 32 0 0 14 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 17 0 0 14 Nov 2023
On the Robustness of Neural Collapse and the Neural Collapse of Robustness Jingtong Su Ya Shi Zhang Nikolaos Tsilivis Julia Kempe AAML 39 5 0 13 Nov 2023
Universal Perturbation-based Secret Key-Controlled Data Hiding Donghua Wang Wenbiao Yao Tingsong Jiang Xiaoqian Chen AAML 24 0 0 03 Nov 2023
Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems Jung-Woo Chang Ke Sun Nasimeh Heydaribeni Seira Hidano Xinyu Zhang F. Koushanfar AAML 17 1 0 01 Nov 2023
LFAA: Crafting Transferable Targeted Adversarial Examples with Low-Frequency Perturbations Kunyu Wang Juluan Shi Wenxuan Wang AAML 35 6 0 31 Oct 2023
A Survey on Transferability of Adversarial Examples across Deep Neural Networks Jindong Gu Xiaojun Jia Pau de Jorge Wenqain Yu Xinwei Liu ... Anjun Hu Ashkan Khakzar Zhijiang Li Xiaochun Cao Philip Torr AAML 36 27 0 26 Oct 2023
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks Aradhana Sinha Ananth Balashankar Ahmad Beirami Thi Avrahami Jilin Chen Alex Beutel AAML 27 4 0 25 Oct 2023
Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex Optimization Zhenwei Lin Jingfan Xia Qi Deng Luo Luo 31 3 0 18 Oct 2023
Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm S. M. Fazle J. Mondal Meem Arafat Manab Xi Xiao Sarfaraz Newaz AAML 29 0 0 18 Oct 2023
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks Anastasia Antsiferova Khaled Abud Aleksandr Gushchin E. Shumitskaya Sergey Lavrushkin D. Vatolin 37 10 0 10 Oct 2023
StegGuard: Fingerprinting Self-supervised Pre-trained Encoders via Secrets Embeder and Extractor Xingdong Ren Tianxing Zhang Hanzhou Wu Xinpeng Zhang Yinggui Wang Guangling Sun LLMSV 32 0 0 05 Oct 2023
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks Yanjie Li Bin Xie Songtao Guo Yuanyuan Yang Bin Xiao AAML 40 16 0 01 Oct 2023
A Primer on Bayesian Neural Networks: Review and Debates Federico Danieli Konstantinos Pitas M. Vladimirova Vincent Fortuin BDL AAML 56 18 0 28 Sep 2023
Privacy-preserving and Privacy-attacking Approaches for Speech and Audio -- A Survey Yuchen Liu Apu Kapadia Donald Williamson AAML 44 0 0 26 Sep 2023
Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks Ao Zhang Yu Ran Weixuan Tang Yuan-Gen Wang 34 13 0 24 Sep 2023
AudioFool: Fast, Universal and synchronization-free Cross-Domain Attack on Speech Recognition Mohamad Fakih R. Kanj Fadi J. Kurdahi M. Fouda AAML 21 0 0 20 Sep 2023
PRAT: PRofiling Adversarial aTtacks Rahul Ambati Naveed Akhtar Ajmal Mian Yogesh S Rawat AAML 34 1 0 20 Sep 2023
Spoofing attack augmentation: can differently-trained attack models improve generalisation? W. Ge Xin Wang Junichi Yamagishi Massimiliano Todisco Nicholas W. D. Evans AAML 35 8 0 18 Sep 2023
The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning Alexander Bastounis Alexander N. Gorban Anders C. Hansen D. Higham Danil Prokhorov Oliver J. Sutton I. Tyukin Qinghua Zhou OOD 18 4 0 13 Sep 2023
How adversarial attacks can disrupt seemingly stable accurate classifiers Oliver J. Sutton Qinghua Zhou I. Tyukin Alexander N. Gorban Alexander Bastounis D. Higham AAML 37 1 0 07 Sep 2023
Why do universal adversarial attacks work on large language models?: Geometry might be the answer Varshini Subhash Anna Bialas Weiwei Pan Finale Doshi-Velez AAML 24 10 0 01 Sep 2023
MDTD: A Multi Domain Trojan Detector for Deep Neural Networks Arezoo Rajabi Surudhi Asokraj Feng-Shr Jiang Luyao Niu Bhaskar Ramasubramanian J. Ritcey Radha Poovendran AAML 29 1 0 30 Aug 2023
On the Robustness of Object Detection Models on Aerial Images Hao He Jian Ding Gui-Song Xia Gui-Song Xia 40 7 0 29 Aug 2023
Can We Rely on AI? D. Higham AAML 45 0 0 29 Aug 2023
On-Manifold Projected Gradient Descent Aaron Mahler Tyrus Berry Thomas Stephens Harbir Antil Michael Merritt Jeanie Schreiber Ioannis G. Kevrekidis AAML 18 0 0 23 Aug 2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization Xiaoyu Ye Hao Huang Jiaqi An Yongtao Wang WIGM 26 22 0 19 Aug 2023
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software Wenxuan Wang Jingyuan Huang Jen-tse Huang Chang Chen Jiazhen Gu Pinjia He Michael R. Lyu VLM 36 6 0 18 Aug 2023
Attacking logo-based phishing website detectors with adversarial perturbations Jehyun Lee Zhe Xin Melanie Ng Pei See Kanav Sabharwal Giovanni Apruzzese D. Divakaran AAML 24 8 0 18 Aug 2023
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery Jinyin Chen Jie Ge Shilian Zheng Linhui Ye Haibin Zheng Weiguo Shen Keqiang Yue Xiaoniu Yang AAML 23 2 0 17 Aug 2023
Test-Time Poisoning Attacks Against Test-Time Adaptation Models Tianshuo Cong Xinlei He Yun Shen Yang Zhang AAML TTA 34 5 0 16 Aug 2023
Benchmarking Adversarial Robustness of Compressed Deep Learning Models Brijesh Vora Kartik Patwari Syed Mahbub Hafiz Zubair Shafiq Chen-Nee Chuah AAML 27 2 0 16 Aug 2023
A Review of Adversarial Attacks in Computer Vision Yutong Zhang Yao Li Yin Li Zhichang Guo AAML 26 3 0 15 Aug 2023
AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning Ziqi Zhou Shengshan Hu Minghui Li Hangtao Zhang Yechao Zhang Hai Jin AAML 14 65 0 14 Aug 2023
SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection João Vitorino Isabel Praça Eva Maia AAML 30 22 0 13 Aug 2023
Continual Face Forgery Detection via Historical Distribution Preserving Ke Sun Shen Chen Taiping Yao Xiaoshuai Sun Shouhong Ding Rongrong Ji CVBM AAML 51 4 0 11 Aug 2023
Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation Xuantong Liu Yaoyao Zhong Yuhang Zhang Lixiong Qin Weihong Deng AAML 35 25 0 11 Aug 2023
A reading survey on adversarial machine learning: Adversarial attacks and their understanding Shashank Kotyan AAML 25 5 0 07 Aug 2023
SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation Amira Guesmi Muhammad Abdullah Hanif B. Ouni Mohamed Bennai MDE 45 12 0 06 Aug 2023
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time Xinfeng Li Chen Yan Xuancun Lu Zihan Zeng Xiaoyu Ji Wenyuan Xu AAML 40 8 0 02 Aug 2023
Kidnapping Deep Learning-based Multirotors using Optimized Flying Adversarial Patches Pia Hanfeld Khaled Wahba Marina M.-C. Höhne Michael Bussmann Wolfgang Hönig AAML 28 0 0 01 Aug 2023
Transferable Attack for Semantic Segmentation Mengqi He Jing Zhang Zhaoyuan Yang Mingyi He Nick Barnes Yuchao Dai 38 2 0 31 Jul 2023
Beating Backdoor Attack at Its Own Game Min Liu Alberto L. Sangiovanni-Vincentelli Xiangyu Yue AAML 65 11 0 28 Jul 2023
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 109 1,289 0 27 Jul 2023
When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top- $k$ Multi-Label Learning Yuchen Sun Qianqian Xu Zitai Wang Qingming Huang AAML 30 1 0 27 Jul 2023
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks Buse G. A. Tekgul Nadarajah Asokan AAML 21 1 0 27 Jul 2023
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning Heng Zhang Danilo Vasconcellos Vargas AI4CE 33 17 0 27 Jul 2023
Why Don't You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations Yi Han Matthew Chan Eric Wengrowski Zhuo Li Nils Ole Tippenhauer Mani B. Srivastava S. Zonouz L. Garcia AAML 32 1 0 24 Jul 2023
Latent Code Augmentation Based on Stable Diffusion for Data-free Substitute Attacks Mingwen Shao Lingzhuang Meng Yuanjian Qiao Lixu Zhang W. Zuo DiffM 29 0 0 24 Jul 2023
An Estimator for the Sensitivity to Perturbations of Deep Neural Networks Naman Maheshwari Nicholas Malaya Scott A. Moe J. Kulkarni S. Gurumurthi AAML 9 0 0 24 Jul 2023