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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Understanding Robustness of Visual State Space Models for Image Classification Chengbin Du Yanxi Li Chang Xu Mamba 90 13 0 16 Mar 2024
Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction Jiyuan Fu Zhaoyu Chen Kaixun Jiang Haijing Guo Jiafeng Wang Shuyong Gao Wenqiang Zhang VLM AAML 81 4 0 16 Mar 2024
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples Ziqi Zhou Minghui Li Wei Liu Shengshan Hu Yechao Zhang Wei Wan Lulu Xue Leo Yu Zhang Dezhong Yao Hai Jin SILM AAML 114 11 0 16 Mar 2024
Robust Influence-based Training Methods for Noisy Brain MRI Minh-Hao Van Alycia N. Carey Xintao Wu OOD NoLa 34 1 0 15 Mar 2024
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study Chenguang Wang Ruoxi Jia Xin Liu Dawn Song VLM 85 8 0 15 Mar 2024
Introducing Adaptive Continuous Adversarial Training (ACAT) to Enhance ML Robustness Mohamed el Shehaby Aditya Kotha Ashraf Matrawy AAML 72 0 0 15 Mar 2024
Energy Correction Model in the Feature Space for Out-of-Distribution Detection Marc Lafon Clément Rambour Nicolas Thome OODD 68 0 0 15 Mar 2024
Towards Non-Adversarial Algorithmic Recourse Tobias Leemann Martin Pawelczyk Bardh Prenkaj Gjergji Kasneci AAML 81 2 0 15 Mar 2024
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search Rui Zhong Yuefeng Xu Chao Zhang Jun Yu 52 1 0 15 Mar 2024
Revisiting Adversarial Training under Long-Tailed Distributions Xinli Yue Ningping Mou Qian Wang Lingchen Zhao AAML 109 7 0 15 Mar 2024
Time-Frequency Jointed Imperceptible Adversarial Attack to Brainprint Recognition with Deep Learning Models Hangjie Yi Yuhang Ming Dongjun Liu Wanzeng Kong AAML 34 2 0 15 Mar 2024
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers Haoyang Liu Aditya Singh Yijiang Li Haohan Wang AAML ViT 132 1 0 15 Mar 2024
Towards Adversarially Robust Dataset Distillation by Curvature Regularization Eric Xue Yijiang Li Haoyang Liu Yifan Shen Haohan Wang Haohan Wang DD 178 8 0 15 Mar 2024
Robust Subgraph Learning by Monitoring Early Training Representations Sepideh Neshatfar Salimeh Yasaei Sekeh AAML 148 0 0 14 Mar 2024
An Image Is Worth 1000 Lies: Adversarial Transferability across Prompts on Vision-Language Models Haochen Luo Jindong Gu Fengyuan Liu Philip Torr VLM VPVLM AAML 86 24 0 14 Mar 2024
Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency Hallgrimur Thorsteinsson Valdemar J Henriksen Tong Chen Raghavendra Selvan AAML 85 1 0 14 Mar 2024
Counter-Samples: A Stateless Strategy to Neutralize Black Box Adversarial Attacks Roey Bokobza Yisroel Mirsky AAML 76 0 0 14 Mar 2024
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement Daiwei Yu Zhuorong Li Lina Wei Canghong Jin Yun Zhang Sixian Chan 114 6 0 14 Mar 2024
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks Guy Amit Abigail Goldsteen Ariel Farkash AAML 70 7 0 13 Mar 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 235 1 0 13 Mar 2024
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation Tianyi Chu Wei Xing Jiafu Chen Zhizhong Wang Jiakai Sun Lei Zhao Haibo Chen Huaizhong Lin AAML 78 2 0 13 Mar 2024
Versatile Defense Against Adversarial Attacks on Image Recognition Haibo Zhang Zhihua Yao Kouichi Sakurai AAML 48 2 0 13 Mar 2024
V-PRISM: Probabilistic Mapping of Unknown Tabletop Scenes Herbert Wright Weiming Zhi Matthew Johnson-Roberson Tucker Hermans 75 8 0 12 Mar 2024
Unknown Domain Inconsistency Minimization for Domain Generalization Seungjae Shin Heesun Bae Byeonghu Na Yoon-Yeong Kim Il-Chul Moon 96 2 0 12 Mar 2024
A novel interface for adversarial trivia question-writing Jason Liu AAML 41 0 0 12 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 105 7 0 11 Mar 2024
Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification Shuai Li Xiaoguang Ma Shancheng Jiang Lu Meng AAML OOD 64 0 0 11 Mar 2024
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification Mert Gulsen Batuhan Cengiz Y. Sahin Gözde B. Ünal DiffM AAML 44 1 0 11 Mar 2024
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor Jaewon Jung Hongsun Jang Jaeyong Song Jinho Lee OOD AAML 261 6 0 11 Mar 2024
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Batuhan Cengiz Mert Gulsen Y. Sahin Gözde B. Ünal 3DPC AAML 66 0 0 11 Mar 2024
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam Moustafa Saleh AAML 48 9 0 11 Mar 2024
Attacking Transformers with Feature Diversity Adversarial Perturbation Chenxing Gao Hang Zhou Junqing Yu Yuteng Ye Jiale Cai Junle Wang Wei Yang AAML 87 3 0 10 Mar 2024
Hard-label based Small Query Black-box Adversarial Attack Jeonghwan Park Paul Miller Niall McLaughlin MLAU 72 6 0 09 Mar 2024
Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape Tiejin Chen Wenwang Huang Linsey Pang Dongsheng Luo Hua Wei OOD 74 0 0 09 Mar 2024
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 104 2 0 09 Mar 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification Zhijian Li Stefan Larson Kevin Leach OODD 65 1 0 08 Mar 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds Tianrui Lou Xiaojun Jia Jindong Gu Li Liu Siyuan Liang Bangyan He Xiaochun Cao 66 11 0 08 Mar 2024
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples Eda Yilmaz H. Keles AAML 80 2 0 08 Mar 2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition Muhammad A. Shah David Solans Noguero Mikko A. Heikkilä Nicolas Kourtellis 54 6 0 08 Mar 2024
Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume Ping Guo Cheng Gong Xi Lin Zhiyuan Yang Qingfu Zhang AAML 76 2 0 08 Mar 2024
Defending Against Unforeseen Failure Modes with Latent Adversarial Training Stephen Casper Lennart Schulze Oam Patel Dylan Hadfield-Menell AAML 124 40 0 08 Mar 2024
Fooling Neural Networks for Motion Forecasting via Adversarial Attacks Edgar Medina Leyong Loh AAML 75 0 0 07 Mar 2024
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts H. Bui Anqi Liu OOD BDL UQCV 195 4 0 07 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 124 10 0 07 Mar 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 118 2 0 07 Mar 2024
Improving Adversarial Training using Vulnerability-Aware Perturbation Budget Olukorede Fakorede Modeste Atsague Jin Tian AAML 91 1 0 06 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models Bartosz Cywiński Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski Lukasz Kuciñski DiffM 83 3 0 06 Mar 2024
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability Rajdeep Haldar Yue Xing Qifan Song 67 3 0 06 Mar 2024
Enhancing Security in Federated Learning through Adaptive Consensus-Based Model Update Validation Zahir Alsulaimawi AAML FedML 60 3 0 05 Mar 2024
Deep-Learned Compression for Radio-Frequency Signal Classification Armani Rodriguez Yagna Kaasaragadda S. Kokalj-Filipovic 54 1 0 05 Mar 2024