Generating Adversarial Examples with Adversarial Networks

8 January 2018

Jun-Yan Zhu

Papers citing "Generating Adversarial Examples with Adversarial Networks"

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Title
TRAIL: Transferable Robust Adversarial Images via Latent diffusion Yuhao Xue Zhifei Zhang Xinyang Jiang Yifei Shen Junyao Gao Wentao Gu Jiale Zhao Miaojing Shi Cairong Zhao AAML 7 0 0 22 May 2025
Testing the Fault-Tolerance of Multi-Sensor Fusion Perception in Autonomous Driving Systems Haoxiang Tian Wenqiang Ding Xingshuo Han Guoquan Wu An Guo Junqi Zhang. Wei Chen Jun Wei Tianwei Zhang AAML 39 0 0 18 Apr 2025
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction Yucheng Lu Shunxin Wang Dovile Juodelyte Veronika Cheplygina MedIm 39 0 0 14 Apr 2025
Towards Assessing Deep Learning Test Input Generators Seif Mzoughi Ahmed Hajyahmed Mohamed Elshafei Foutse Khomh anb Diego Elias Costa D. Costa AAML 42 0 0 03 Apr 2025
Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection Yinghe Zhang Chi Liu S. Kevin Zhou Sheng Shen Peng Gui AAML 56 0 0 01 Apr 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior Chanhui Lee Yeonghwan Song Jeany Son AAML 237 0 0 28 Feb 2025
PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN Jiayu Zhang Zhiyu Zhu Xinyi Wang Silin Liao Zhibo Jin Flora Salim Huaming Chen GAN 54 0 0 16 Feb 2025
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization Yixiao Chen Shikun Sun Jianshu Li Ruoyu Li Zhe Li Junliang Xing AAML 109 0 0 04 Feb 2025
Transferable Adversarial Face Attack with Text Controlled Attribute Wenyun Li Zheng Zhang X. Lan D. Jiang AAML 93 1 0 16 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 106 1 0 16 Dec 2024
Protecting Feed-Forward Networks from Adversarial Attacks Using Predictive Coding Ehsan Ganjidoost Jeff Orchard AAML 37 0 0 31 Oct 2024
Low-Rank Adversarial PGD Attack Dayana Savostianova Emanuele Zangrando Francesco Tudisco AAML 33 0 0 16 Oct 2024
Unsupervised Model Diagnosis Yinong Wang Eileen Li Jinqi Luo Zhaoning Wang Fernando de la Torre AAML 34 1 0 08 Oct 2024
LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles A. Boroojeny Hari Sundaram Varun Chandrasekaran AAML 39 1 0 07 Oct 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction Shijin Duan Ruyi Ding Jiaxing He A. A. Ding Yunsi Fei Xiaolin Xu 33 0 0 04 Oct 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 19 0 0 26 Sep 2024
Deep generative models as an adversarial attack strategy for tabular machine learning Salijona Dyrmishi Mihaela C. Stoian Eleonora Giunchiglia Maxime Cordy AAML LMTD 33 0 0 19 Sep 2024
Towards Physically Realizable Adversarial Attacks in Embodied Vision Navigation Meng Chen Jiawei Tu Chao Qi Yonghao Dang F. Zhou Wei Wei Jianqin Yin AAML 39 0 0 16 Sep 2024
Enhancing Transferability of Adversarial Attacks with GE-AdvGAN+: A Comprehensive Framework for Gradient Editing Zhibo Jin Jiayu Zhang Zhiyu Zhu Chenyu Zhang Jiahao Huang Jianlong Zhou Fang Chen AAML 41 0 0 22 Aug 2024
MORTAR: A Model-based Runtime Action Repair Framework for AI-enabled Cyber-Physical Systems Renzhi Wang Zhehua Zhou Jiayang Song Xuan Xie Xiaofei Xie Lei Ma 45 1 0 07 Aug 2024
Securing the Diagnosis of Medical Imaging: An In-depth Analysis of AI-Resistant Attacks A. Biswas Md Abdullah Al Nasim Chen Chen Weiming Zhuang Abdur Rashid AAML 47 0 0 01 Aug 2024
Requiem for a drone: a machine-learning based framework for stealthy attacks against unmanned autonomous vehicles K. Kim Denizhan Kara V. Paruchuri Sibin Mohan Greg Kimberly Jae Kim Josh D. Eckhardt 31 0 0 20 Jul 2024
CLIP-Guided Networks for Transferable Targeted Attacks Hao Fang Jiawei Kong Bin Chen Tao Dai Hao Wu Shu-Tao Xia AAML 68 4 0 14 Jul 2024
Improving the Transferability of Adversarial Examples by Feature Augmentation Donghua Wang Wen Yao Tingsong Jiang Xiaohu Zheng Junqi Wu Xiaoqian Chen AAML 55 0 0 09 Jul 2024
Emotion Loss Attacking: Adversarial Attack Perception for Skeleton based on Multi-dimensional Features Feng Liu Qing Xu Qijian Zheng AAML 36 2 0 28 Jun 2024
Enhancing robustness of data-driven SHM models: adversarial training with circle loss Xiangli Yang Xijie Deng Hanwei Zhang Yang Zou Jianxi Yang AAML 43 0 0 20 Jun 2024
DMS: Addressing Information Loss with More Steps for Pragmatic Adversarial Attacks Zhiyu Zhu Jiayu Zhang Xinyi Wang Zhibo Jin Huaming Chen AAML 56 1 0 09 Jun 2024
Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training Enes Altinisik Safa Messaoud Husrev Taha Sencar Hassan Sajjad Sanjay Chawla AAML 53 0 0 27 May 2024
Learning to Transform Dynamically for Better Adversarial Transferability Rongyi Zhu Zeliang Zhang Susan Liang Zhuo Liu Chenliang Xu AAML 44 15 0 23 May 2024
Is ReLU Adversarially Robust? Korn Sooksatra Greg Hamerly Pablo Rivas 21 3 0 06 May 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics Xiaoshuai Wu Xin Liao Bo Ou Yuling Liu Zheng Qin WIGM 45 9 0 27 Apr 2024
Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models Peifei Zhu Tsubasa Takahashi Hirokatsu Kataoka WIGM 34 13 0 15 Apr 2024
Machine Learning Robustness: A Primer Houssem Ben Braiek Foutse Khomh AAML OOD 47 6 0 01 Apr 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization Yujia Liu Chenxi Yang Dingquan Li Jianhao Ding Tingting Jiang 42 4 0 18 Mar 2024
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation Zikang Xu Fenghe Tang Quan Quan Qingsong Yao S. Kevin Zhou 51 3 0 08 Mar 2024
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks Zhiying Jiang Xingyuan Li Jinyuan Liu Xin-Yue Fan Risheng Liu AAML 45 5 0 25 Feb 2024
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning Vasudev Gohil Satwik Patnaik D. Kalathil Jeyavijayan Rajendran AAML 45 3 0 21 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
Generating Universal Adversarial Perturbations for Quantum Classifiers Gautham Anil Vishnu Vinod Apurva Narayan AAML 24 4 0 13 Feb 2024
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models! Shashank Kotyan Poyuan Mao Pin-Yu Chen Danilo Vasconcellos Vargas AAML DiffM 45 0 0 07 Feb 2024
Transcending Adversarial Perturbations: Manifold-Aided Adversarial Examples with Legitimate Semantics Shuai Li Xiaoyu Jiang Xiaoguang Ma AAML 31 0 0 05 Feb 2024
Benchmarking Transferable Adversarial Attacks Zhibo Jin Jiayu Zhang Zhiyu Zhu Huaming Chen AAML 42 4 0 01 Feb 2024
Cloud-based XAI Services for Assessing Open Repository Models Under Adversarial Attacks Zerui Wang Yan Liu AAML 25 1 0 22 Jan 2024
GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model Zhiyu Zhu Huaming Chen Xinyi Wang Jiayu Zhang Zhibo Jin Kim-Kwang Raymond Choo Jun Shen Dong Yuan 34 8 0 11 Jan 2024
Revisiting Adversarial Training at Scale Zeyu Wang Xianhang Li Hongru Zhu Cihang Xie 46 16 0 09 Jan 2024
Attack Tree Analysis for Adversarial Evasion Attacks Yuki Yamaguchi Toshiaki Aoki AAML 31 0 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
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
DTA: Distribution Transform-based Attack for Query-Limited Scenario Renyang Liu Wei Zhou Xin Jin Song Gao Yuanyu Wang Ruxin Wang 21 0 0 12 Dec 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