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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization Chaohu Liu Tianyi Gui Yu Liu Linli Xu VLM AAML 126 1 0 02 Apr 2025
Leveraging Generalizability of Image-to-Image Translation for Enhanced Adversarial Defense Haibo Zhang Zhihua Yao Kouichi Sakurai Takeshi Saitoh AAML 95 0 0 02 Apr 2025
TenAd: A Tensor-based Low-rank Black Box Adversarial Attack for Video Classification Kimia haghjooei Mansoor Rezghi 91 0 0 01 Apr 2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 185 0 0 01 Apr 2025
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of Hallucinations Mahjabin Nahar Eun-Ju Lee Jin Won Park Dongwon Lee HILM 152 0 0 01 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 133 0 0 01 Apr 2025
THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models Yujin Huang Zhi Zhang Qingchuan Zhao Lizhen Qu Chunyang Chen 68 0 0 31 Mar 2025
Towards Benchmarking and Assessing the Safety and Robustness of Autonomous Driving on Safety-critical Scenarios Jingzheng Li Xianglong Liu Shikui Wei Zhijun Chen Yangqiu Song Qing Guo Xianqi Yang Yanjun Pu Jiakai Wang AAML ELM 163 0 0 31 Mar 2025
Deep Neural Nets as Hamiltonians Mike Winer Boris Hanin 458 0 0 31 Mar 2025
A Survey on Unlearnable Data Jiahao Li Yiqiang Chen Yunbing Xing Yang Gu Xiangyuan Lan AAML 116 0 0 30 Mar 2025
Revisiting the Relationship between Adversarial and Clean Training: Why Clean Training Can Make Adversarial Training Better MingWei Zhou Xiaobing Pei AAML 449 0 0 30 Mar 2025
Nested Stochastic Algorithm for Generalized Sinkhorn distance-Regularized Distributionally Robust Optimization Yue Yang Yi Zhou Zhaosong Lu 118 0 0 29 Mar 2025
T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning Seong-Hyeon Hwang Minsu Kim Steven Euijong Whang 68 0 0 28 Mar 2025
Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models YangTian Yan Jinyu Tian AAML FedML 123 0 0 28 Mar 2025
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing Shuai Li Jie Zhang Yuang Qi Kejiang Chen Tianwei Zhang Weinan Zhang Nenghai Yu 73 0 0 27 Mar 2025
AdvSGM: Differentially Private Graph Learning via Adversarial Skip-gram Model Sen Zhang Qingqing Ye Haibo Hu Jianliang Xu 69 0 0 27 Mar 2025
Adversarial Wear and Tear: Exploiting Natural Damage for Generating Physical-World Adversarial Examples Samra Irshad Seungkyu Lee Nassir Navab Hong Joo Lee S. T. Kim GAN AAML 136 0 0 27 Mar 2025
State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning Zongyuan Zhang Tianyang Duan Zheng Lin Dong Huang Zihan Fang Zekai Sun Ling Xiong Hongbin Liang Heming Cui Yong Cui AAML 137 1 0 26 Mar 2025
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks Zongyuan Zhang Tianyang Duan Zheng Lin Dong Huang Zihan Fang ... Ling Xiong Hongbin Liang Heming Cui Yong Cui Yue Gao AAML 87 2 0 26 Mar 2025
Feature Statistics with Uncertainty Help Adversarial Robustness Ran A. Wang Xinlei Zhou Meng Hu Rihao Li Wenhui Wu Yuheng Jia AAML 122 0 0 26 Mar 2025
Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks Yangqi Feng S. J. Lin Baoyuan Gao Xian Wei AAML 125 1 0 26 Mar 2025
DR-PETS: Learning-Based Control With Planning in Adversarial Environments Hozefa Jesawada Antonio Acernese G. Russo C. D. Vecchio 103 0 0 26 Mar 2025
Interpretable Generative Models through Post-hoc Concept Bottlenecks Akshay Kulkarni Ge Yan Chung-En Sun Tuomas P. Oikarinen Tsui-Wei Weng 77 0 0 25 Mar 2025
Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis Wenwei Gu Renyi Zhong Jianping Zhang Michael R. Lyu AAML 91 0 0 25 Mar 2025
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent Philip Doldo Derek Everett Amol Khanna A. Nguyen Edward Raff AAML 85 0 0 25 Mar 2025
Quality-focused Active Adversarial Policy for Safe Grasping in Human-Robot Interaction Chenghao Li Razvan Beuran Nak Young Chong AAML 135 0 0 25 Mar 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation Jingdan Kang Haoxin Yang Yan Cai Huaidong Zhang Xuemiao Xu Yong Du Shengfeng He AAML 92 0 0 25 Mar 2025
Guidelines For The Choice Of The Baseline in XAI Attribution Methods Cristian Morasso Giorgio Dolci I. Galazzo Sergey M. Plis Gloria Menegaz 116 0 0 25 Mar 2025
The case for delegated AI autonomy for Human AI teaming in healthcare Yan Jia Harriet Evans Zoe Porter S. Graham John McDermid T. Lawton David R. J. Snead Ibrahim Habli 109 0 0 24 Mar 2025
Opportunities and Challenges of Frontier Data Governance With Synthetic Data Madhavendra Thakur Jason Hausenloy 91 0 0 21 Mar 2025
Structure Is Not Enough: Leveraging Behavior for Neural Network Weight Reconstruction Léo Meynent Ivan Melev Konstantin Schurholt Göran Kauermann Damian Borth 111 3 0 21 Mar 2025
Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving Alexandra Arzberger Ramin Tavakoli Kolagari AAML 473 0 0 21 Mar 2025
MetaSel: A Test Selection Approach for Fine-tuned DNN Models Amin Abbasishahkoo Mahboubeh Dadkhah Lionel C. Briand Dayi Lin 82 0 0 21 Mar 2025
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability Sanjif Shanmugavelu Mathieu Taillefumier Christopher Culver Vijay Ganesh Oscar Hernandez Ada Sedova AAML 59 1 0 21 Mar 2025
Beyond Accuracy: What Matters in Designing Well-Behaved Models? Robin Hesse Doğukan Bağcı Bernt Schiele Simone Schaub-Meyer Stefan Roth VLM 112 0 0 21 Mar 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation Xiaoran Zhang Byung-Woo Hong Hyoungseob Park Daniel H. Pak Anne-Marie Rickmann Lawrence H. Staib James S. Duncan Alex Wong OOD MedIm 91 0 0 20 Mar 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition Zeqi Zheng Yanchen Huang Yingchao Yu Zizheng Zhu Junfeng Tang Zhaofei Yu Yaochu Jin 88 0 0 20 Mar 2025
Variance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations Xiao Wang Hendrik Borras Bernhard Klein Holger Fröning 120 0 0 20 Mar 2025
Narrowing Class-Wise Robustness Gaps in Adversarial Training Fatemeh Amerehi Patrick Healy 101 0 0 20 Mar 2025
Ranking Counterfactual Explanations Suryani Lim H. Prade G. Richard CML 92 0 0 20 Mar 2025
Rethinking Robustness in Machine Learning: A Posterior Agreement Approach João B. S. Carvalho Alessandro Torcinovich Victor Jimenez Rodriguez Antonio Emanuele Cinà Carlos Cotrini Lea Schönherr J. M. Buhmann OOD 111 0 0 20 Mar 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement Yuchen Ren Zhengyu Zhao Chenhao Lin Bo Yang Zhe Liu Jiafei Wu Chao Shen ViT 92 2 0 19 Mar 2025
On the Robustness Tradeoff in Fine-Tuning Kunyang Li Jean-Charles Noirot Ferrand Ryan Sheatsley Blaine Hoak Yohan Beugin Eric Pauley Patrick McDaniel 91 0 0 19 Mar 2025
Unified Enhancement of the Generalization and Robustness of Language Models via Bi-Stage Optimization Yizhou Sun Juan Yin Juan Zhao Fan Zhang Yongheng Liu Hongji Chen 62 0 0 19 Mar 2025
AIGVE-Tool: AI-Generated Video Evaluation Toolkit with Multifaceted Benchmark Xinhao Xiang Xiao Liu Zizhong Li Zhuosheng Liu Jiawei Zhang 91 0 0 18 Mar 2025
TarPro: Targeted Protection against Malicious Image Editing Kaixin Shen Ruijie Quan Jiaxu Miao Jun Xiao Yi Yang 111 1 0 18 Mar 2025
RAT: Boosting Misclassification Detection Ability without Extra Data Ge Yan Tsui-Wei Weng AAML 140 0 0 18 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Peng Kuang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 132 0 0 17 Mar 2025
GSBA $^K$ : $top$ - $K$ Geometric Score-based Black-box Attack Md. Farhamdur Reza Richeng Jin Tianfu Wu H. Dai AAML 114 0 0 17 Mar 2025
Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization Yize Zhang Yingzhe Xu Junyu Shi L. Zhang Shengshan Hu Minghui Li Yanjun Zhang AAML 139 2 0 17 Mar 2025