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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Fool the Stoplight: Realistic Adversarial Patch Attacks on Traffic Light Detectors Svetlana Pavlitska Jamie Robb Nikolai Polley Melih Yazgan Johann Marius Zöllner AAML 107 0 0 05 Jun 2025
Towards Better Generalization via Distributional Input Projection Network Yifan Hao Yanxin Lu Xinwei Shen Tong Zhang 100 0 0 05 Jun 2025
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction Zesheng Ye C. Cai Ruijiang Dong Jianzhong Qi Lei Feng Pin-Yu Chen Feng Liu 210 0 0 05 Jun 2025
Robust Few-Shot Vision-Language Model Adaptation Hanxin Wang Tian Liu Shu Kong VLM 121 0 0 05 Jun 2025
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning Tianyu Qi Lei Xue Yufeng Zhan Xiaobo Ma AAML 33 0 0 04 Jun 2025
Higher-Order Singular-Value Derivatives of Rectangular Real Matrices Róisín Luo James McDermott C. O'Riordan 44 0 0 04 Jun 2025
Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack Jing Xue Zhishen Sun Haishan Ye Luo Luo Xiangyu Chang Ivor Tsang Guang Dai MIACV MIALM 64 0 0 03 Jun 2025
How stealthy is stealthy? Studying the Efficacy of Black-Box Adversarial Attacks in the Real World Francesco Panebianco Mario DÓnghia Stefano Zanero aand Michele Carminati AAML 27 0 0 03 Jun 2025
Attacking Attention of Foundation Models Disrupts Downstream Tasks Hondamunige Prasanna Silva Federico Becattini Lorenzo Seidenari AAML 27 0 0 03 Jun 2025
Urban Visibility Hotspots: Quantifying Building Vertex Visibility from Connected Vehicle Trajectories using Spatial Indexing Artur Grigorev Adriana-Simona Mihaita 38 0 0 03 Jun 2025
Tarallo: Evading Behavioral Malware Detectors in the Problem Space Gabriele Digregorio Salvatore Maccarrone Mario DÓnghia Luigi Gallo Michele Carminati Mario Polino S. Zanero AAML 54 0 0 03 Jun 2025
MUC-G4: Minimal Unsat Core-Guided Incremental Verification for Deep Neural Network Compression Jingyang Li Guoqiang Li 22 0 0 03 Jun 2025
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification Zehao Wu Yanjie Zhao Haoyu Wang 69 0 0 02 Jun 2025
Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Yuan Gan Jiaxu Miao Yunze Wang Yi Yang AAML DiffM 49 0 0 02 Jun 2025
Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs Yudong Zhang Ruobing Xie Yiqing Huang Jiansheng Chen Xingwu Sun Zhanhui Kang Di Wang Yu Wang AAML 49 0 0 01 Jun 2025
CAPAA: Classifier-Agnostic Projector-Based Adversarial Attack Zhan Li Mingyu Zhao Xin Dong Haibin Ling Bingyao Huang AAML 48 0 0 01 Jun 2025
The Security Threat of Compressed Projectors in Large Vision-Language Models Yudong Zhang Ruobing Xie Xingwu Sun Jiansheng Chen Zhanhui Kang Di Wang Yu Wang 14 0 0 31 May 2025
LoRA as a Flexible Framework for Securing Large Vision Systems Richard E. Neddo Sean Willis Zander W. Blasingame AAML 32 0 0 31 May 2025
TRAPDOC: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents Hyundong Jin Sicheol Sung Shinwoo Park SeungYeop Baik Yo-Sub Han 25 0 0 30 May 2025
Black-box Adversarial Attacks on CNN-based SLAM Algorithms M. Gkeka Bowen Sun Evgenia Smirni C. Antonopoulos S. Lalis Nikolaos Bellas AAML 27 0 0 30 May 2025
A Red Teaming Roadmap Towards System-Level Safety Zifan Wang Christina Q. Knight Jeremy Kritz Willow Primack Julian Michael AAML 45 0 0 30 May 2025
Diffusion Guidance Is a Controllable Policy Improvement Operator Kevin Frans Seohong Park Pieter Abbeel Sergey Levine OffRL 70 0 0 29 May 2025
Adversarial Semantic and Label Perturbation Attack for Pedestrian Attribute Recognition Weizhe Kong Xiao Wang Ruichong Gao Chenglong Li Yu Zhang Xing Yang Yaowei Wang Jin Tang AAML 64 0 0 29 May 2025
TRAP: Targeted Redirecting of Agentic Preferences Hangoo Kang Jehyeok Yeon Gagandeep Singh AAML 72 0 0 29 May 2025
Understanding Adversarial Training with Energy-based Models Mujtaba Hussain Mirza Maria Rosaria Briglia Filippo Bartolucci Senad Beadini G. Lisanti I. Masi AAML 57 0 0 28 May 2025
How Do Diffusion Models Improve Adversarial Robustness? Liu Yuezhang Xue-Xin Wei 296 0 0 28 May 2025
Distributionally Robust Wireless Semantic Communication with Large AI Models Long Tan Le Senura Hansaja Wanasekara Zerun Niu Yansong Shi Nguyen Tran ... Walid Saad Dusit Niyato Zhu Han Choong Seon Hong H. V. Poor 18 0 0 28 May 2025
Efficient Preimage Approximation for Neural Network Certification Anton Björklund Mykola Zaitsev Marta Kwiatkowska AAML 24 0 0 28 May 2025
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images George R. Nahass Zhu Wang Homa Rashidisabet Won Hwa Kim Sasha Hubschman ... Chad A. Purnell P. Setabutr Ann Q. Tran Darvin Yi Sathya Ravi MU OOD 50 0 0 28 May 2025
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion Max Collins Jordan Vice T. French Ajmal Mian DiffM 48 0 0 27 May 2025
One-Time Soft Alignment Enables Resilient Learning without Weight Transport Jeonghwan Cheon Jaehyuk Bae Se-Bum Paik ODL 51 1 0 27 May 2025
Breaking Dataset Boundaries: Class-Agnostic Targeted Adversarial Attacks Taïga Gonçalves Tomo Miyazaki S. Omachi OOD AAML 79 0 0 27 May 2025
Preventing Adversarial AI Attacks Against Autonomous Situational Awareness: A Maritime Case Study Mathew J. Walter Aaron Barrett Kimberly Tam AAML 32 1 0 27 May 2025
Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives Ander Artola Velasco Stratis Tsirtsis Nastaran Okati Manuel Gomez Rodriguez 63 1 0 27 May 2025
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment Xiaojun Jia Sensen Gao Simeng Qin Tianyu Pang C. Du Yihao Huang Xinfeng Li Yiming Li Bo Li Yang Liu AAML 44 0 0 27 May 2025
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space Yao Huang Yitong Sun Shouwei Ruan Yichi Zhang Yinpeng Dong Xingxing Wei AAML 48 0 0 27 May 2025
VideoMarkBench: Benchmarking Robustness of Video Watermarking Zhengyuan Jiang Moyang Guo Kecen Li Yuepeng Hu Yupu Wang Zhicong Huang Cheng Hong Neil Zhenqiang Gong AAML 28 0 0 27 May 2025
A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment Brett Bissey Kyle Gatesman Walker Dimon Mohammad Alam Luis Robaina Joseph Weissman AAML 43 0 0 27 May 2025
Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains Jiawen Zhang Zhenwei Zhang Shun Zheng Xumeng Wen Jia Li Jiang Bian AI4TS AAML 163 0 0 26 May 2025
Model Stitching by Functional Latent Alignment Ioannis Athanasiadis Anmar Karmush Michael Felsberg 54 0 0 26 May 2025
TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization Amira Guesmi B. Ouni Muhammad Shafique AAML 233 0 0 26 May 2025
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Anton Tkachenko Dmitrij Suskevic Benjamin Adolphi 60 0 0 26 May 2025
Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models Rui Cai Bangzheng Li Xiaofei Wen Muhao Chen Zhe Zhao 24 0 0 26 May 2025
Novel Loss-Enhanced Universal Adversarial Patches for Sustainable Speaker Privacy Elvir Karimov Alexander Varlamov Danil Ivanov Dmitrii Korzh Oleg Y. Rogov AAML 34 0 0 26 May 2025
DOGe: Defensive Output Generation for LLM Protection Against Knowledge Distillation Pingzhi Li Zhen Tan Huaizhi Qu Huan Liu Tianlong Chen AAML 48 0 0 26 May 2025
Comparing Neural Network Encodings for Logic-based Explainability Levi Cordeiro Carvalho Saulo A. F. Oliveira Thiago Alves Rocha AAML 170 0 0 26 May 2025
MultiPhishGuard: An LLM-based Multi-Agent System for Phishing Email Detection Yinuo Xue Eric Spero Yun Sing Koh Giovanni Russello AAML 26 1 0 26 May 2025
One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP Binyan Xu Xilin Dai Di Tang Kehuan Zhang AAML 22 0 0 26 May 2025
Attention! You Vision Language Model Could Be Maliciously Manipulated Xiaosen Wang Shaokang Wang Zhijin Ge Yuyang Luo Shudong Zhang AAML VLM 37 0 0 26 May 2025
GhostPrompt: Jailbreaking Text-to-image Generative Models based on Dynamic Optimization Zixuan Chen Hao Lin Ke Xu Xinghao Jiang Tanfeng Sun 47 0 0 25 May 2025