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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

50 / 8,334 papers shown

Title
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy Jian-Ping Mei Weibin Zhang Jie Chen Xinyu Zhang Tiantian Zhu AAML 89 0 0 16 Mar 2025
Robust Dataset Distillation by Matching Adversarial Trajectories Wei Lai Tianyu Ding ren dongdong Lei Wang Jing Huo Yang Gao Wenbin Li AAML DD 102 0 0 15 Mar 2025
Stabilizing Quantization-Aware Training by Implicit-Regularization on Hessian Matrix Junbiao Pang Tianyang Cai 132 1 0 14 Mar 2025
Are Deep Speech Denoising Models Robust to Adversarial Noise? Will Schwarzer Philip S. Thomas Andrea Fanelli Xiaoyu Liu 75 0 0 14 Mar 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data Lilin Zhang Chengpei Wu Ning Yang 101 0 0 14 Mar 2025
Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification Yingjie Zhang Tong Liu Zhe Zhao Guozhu Meng Kai Chen AAML 105 1 0 14 Mar 2025
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs Zhaofeng Wu Michihiro Yasunaga Andrew Cohen Yoon Kim Asli Celikyilmaz Marjan Ghazvininejad 90 3 0 14 Mar 2025
Do computer vision foundation models learn the low-level characteristics of the human visual system? Yancheng Cai Fei Yin Dounia Hammou Rafal Mantiuk VLM Presented at ResearchTrend Connect \| VLM on 14 Mar 2025 225 2 0 13 Mar 2025
Robustness Tokens: Towards Adversarial Robustness of Transformers Brian Pulfer Yury Belousov S. Voloshynovskiy AAML 85 0 0 13 Mar 2025
AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption Joonsung Jeon Woo Jae Kim Suhyeon Ha Sooel Son Sung-eui Yoon DiffM AAML 144 2 0 13 Mar 2025
Efficient Reachability Analysis for Convolutional Neural Networks Using Hybrid Zonotopes Yuhao Zhang Xiangru Xu AAML 87 0 0 13 Mar 2025
Attacking Multimodal OS Agents with Malicious Image Patches Lukas Aichberger Alasdair Paren Y. Gal Philip Torr Adel Bibi AAML 121 5 0 13 Mar 2025
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary Yifeng Yang Lin Zhu Zewen Sun Hengyu Liu Qinying Gu Nanyang Ye OODD 111 1 0 13 Mar 2025
Enhancing Adversarial Example Detection Through Model Explanation Qian Ma Ziping Ye AAML 100 0 0 12 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 123 0 0 12 Mar 2025
Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations Kathleen Anderson Thomas Martinetz CVBM 120 0 0 12 Mar 2025
Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain Yuanmin Huang Mi Zhang Zhaoxiang Wang Wenxuan Li Min Yang AAML AI4TS 100 1 0 12 Mar 2025
FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods Seyyed Mohammad Sadegh Moosavi Khorzooghi Poojitha Thota Mohit Singhal Abolfazl Asudeh Gautam Das Shirin Nilizadeh AAML 73 0 0 11 Mar 2025
Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks Junying Wang Hongyuan Zhang Yuan Yuan AAML PICV 137 2 0 11 Mar 2025
A Grey-box Text Attack Framework using Explainable AI Esther Chiramal Kelvin Soh Boon Kai AAML SILM 96 0 0 11 Mar 2025
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs Wenzhuo Xu Zhipeng Wei Xiongtao Sun Deyue Zhang Dongdong Yang Quanchen Zou Xinming Zhang AAML 90 0 0 10 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 239 2 0 10 Mar 2025
MIGA: Mutual Information-Guided Attack on Denoising Models for Semantic Manipulation Guanghao Li Mingzhi Chen Hao Yu Shuting Dong Wenhao Jiang Ming Tang Chun Yuan DiffM AAML 84 0 0 10 Mar 2025
Breaking the Limits of Quantization-Aware Defenses: QADT-R for Robustness Against Patch-Based Adversarial Attacks in QNNs Amira Guesmi B. Ouni Muhammad Shafique MQ AAML 132 0 0 10 Mar 2025
MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation Yuzheng Wang Zhaoyu Chen Dingkang Yang Yuanhang Wang Lizhe Qi AAML 147 0 0 09 Mar 2025
Life-Cycle Routing Vulnerabilities of LLM Router Qiqi Lin Xiaoyang Ji Shengfang Zhai Qingni Shen Zhi-Li Zhang Yuejian Fang Yansong Gao AAML 90 1 0 09 Mar 2025
Long-tailed Adversarial Training with Self-Distillation Seungju Cho Hongsin Lee Changick Kim AAML TTA 498 0 0 09 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 136 2 0 08 Mar 2025
Boosting the Local Invariance for Better Adversarial Transferability Bohan Liu Xiaosen Wang AAML 157 0 0 08 Mar 2025
Using Mechanistic Interpretability to Craft Adversarial Attacks against Large Language Models Thomas Winninger Boussad Addad Katarzyna Kapusta AAML 137 1 0 08 Mar 2025
Robust Intrusion Detection System with Explainable Artificial Intelligence Betül Güvenç Paltun Ramin Fuladi Rim El Malki AAML 76 0 0 07 Mar 2025
phepy: Visual Benchmarks and Improvements for Out-of-Distribution Detectors Juniper Tyree Andreas Rupp Petri S. Clusius Michael Boy OODD 94 0 0 07 Mar 2025
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 87 0 0 07 Mar 2025
Poisoning Bayesian Inference via Data Deletion and Replication Matthieu Carreau Roi Naveiro William N. Caballero AAML KELM 93 1 0 06 Mar 2025
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization Shuang Liu Yihan Wang Yifan Zhu Yibo Miao Xiao-Shan Gao 158 0 0 06 Mar 2025
Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution Yihao Huang Xin Luo Yihao Huang Felix Juefei-Xu Xiaojun Jia Weikai Miao G. Pu Yang Liu 122 2 0 06 Mar 2025
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification Van Bach Nguyen C. Seifert Jorg Schlotterer BDL 129 0 0 06 Mar 2025
Energy-Latency Attacks: A New Adversarial Threat to Deep Learning H. B. Meftah W. Hamidouche Sid Ahmed Fezza Olivier Déforges AAML 70 0 0 06 Mar 2025
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets Preetam Prabhu Srikar Dammu Himanshu Naidu Chirag Shah 165 1 0 06 Mar 2025
The Challenge of Identifying the Origin of Black-Box Large Language Models Ziqing Yang Yixin Wu Yun Shen Wei Dai Michael Backes Yang Zhang AAML 79 1 0 06 Mar 2025
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Jabez Magomere Emanuele La Malfa Manuel Tonneau Ashkan Kazemi Scott A. Hale KELM 175 1 0 05 Mar 2025
Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients Li Lun Kunyu Feng Qinglong Ni Ling Liang Yuan Wang Ying Li Dunshan Yu Xiaoxin Cui AAML 115 0 0 05 Mar 2025
Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments Hanyu Duan Yi Yang Ahmed Abbasi Kar Yan Tam OOD 182 0 0 05 Mar 2025
Adversarial Example Based Fingerprinting for Robust Copyright Protection in Split Learning Zhangting Lin Mingfu Xue Kewei Chen Wen Liu Xiang Gao L. Zhang Jian Wang Yushu Zhang 77 0 0 05 Mar 2025
Task-Agnostic Attacks Against Vision Foundation Models Brian Pulfer Yury Belousov Vitaliy Kinakh Teddy Furon S. Voloshynovskiy AAML 111 0 0 05 Mar 2025
LLM-Safety Evaluations Lack Robustness Tim Beyer Sophie Xhonneux Simon Geisler Gauthier Gidel Leo Schwinn Stephan Günnemann ALM ELM 485 2 0 04 Mar 2025
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy Jiacheng Zhang Benjamin I. P. Rubinstein Jing Zhang Feng Liu 131 0 0 04 Mar 2025
Words or Vision: Do Vision-Language Models Have Blind Faith in Text? Ailin Deng Tri Cao Zhirui Chen Bryan Hooi VLM 137 3 0 04 Mar 2025
AutoAdvExBench: Benchmarking autonomous exploitation of adversarial example defenses Nicholas Carlini Javier Rando Edoardo Debenedetti Milad Nasr F. Tramèr AAML ELM 92 3 0 03 Mar 2025
Transformer Meets Twicing: Harnessing Unattended Residual Information Laziz U. Abdullaev Tan M. Nguyen 144 3 0 02 Mar 2025