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Black-box Adversarial Attacks with Limited Queries and Information

International Conference on Machine Learning (ICML), 2018

23 April 2018

Papers citing "Black-box Adversarial Attacks with Limited Queries and Information"

50 / 683 papers shown

Title
Out-of-the-box: Black-box Causal Attacks on Object Detectors Melane Navaratnarajah David A. Kelly Hana Chockler AAML 128 0 0 03 Dec 2025
V-Attack: Targeting Disentangled Value Features for Controllable Adversarial Attacks on LVLMs Sen Nie Jie M. Zhang Jianxin Yan Shiguang Shan Xilin Chen AAML 277 0 0 25 Nov 2025
FedPoisonTTP: A Threat Model and Poisoning Attack for Federated Test-Time Personalization Md Akil Raihan Iftee Syed Md. Ahnaf Hasan Amin Ahsan Ali A. Rahman Sajib Mistry Aneesh Krishna AAML FedML SILM TTA 294 0 0 24 Nov 2025
HV-Attack: Hierarchical Visual Attack for Multimodal Retrieval Augmented Generation Linyin Luo Yujuan Ding Yunshan Ma Wenqi Fan Hanjiang Lai AAML 210 0 0 19 Nov 2025
Shedding Light on VLN Robustness: A Black-box Framework for Indoor Lighting-based Adversarial Attack Chenyang Li Wenbing Tang Y. Huang Sinong Simon Zhan Ming Hu Xiaojun Jia Yang Liu AAML 197 0 0 17 Nov 2025
Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks using Hyperparameter Tuning Pascal Zimmer Ghassan O. Karame AAML 235 0 0 17 Nov 2025
FoCLIP: A Feature-Space Misalignment Framework for CLIP-Based Image Manipulation and Detection Yulin Chen Zeyuan Wang Tianyuan Yu Yingmei Wei Liang Bai 74 0 0 10 Nov 2025
ANCHOR: Integrating Adversarial Training with Hard-mined Supervised Contrastive Learning for Robust Representation Learning Samarup Bhattacharya Anubhab Bhattacharya Abir Chakraborty AAML 116 0 0 31 Oct 2025
Training Across Reservoirs: Using Numerical Differentiation To Couple Trainable Networks With Black-Box Reservoirs Andrew Clark Jack Moursounidis Osmaan Rasouli William Gan Cooper Doyle A. Leontjeva 63 0 0 29 Oct 2025
Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models Jiaxiang Liu Jiawei Du Xiao Liu Prayag Tiwari Mingkun Xu AAML VLM 108 1 0 26 Oct 2025
FrameShield: Adversarially Robust Video Anomaly Detection Mojtaba Nafez Mobina Poulaei Nikan Vasei Bardia Soltani Moakhar Mohammad Sabokrou M. Rohban AAML 146 0 0 24 Oct 2025
FeatureFool: Zero-Query Fooling of Video Models via Feature Map Duoxun Tang Xi Xiao Guangwu Hu Kangkang Sun Xiao Yang Dongyang Chen Qing Li Yongjie Yin Jiyao Wang AAML 202 1 0 21 Oct 2025
On the Adversarial Robustness of Learning-based Conformal Novelty Detection Daofu Zhang Mehrdad Pournaderi Hanne M. Clifford Yu Xiang Pramod K. Varshney AAML 84 0 0 01 Oct 2025
Latent Danger Zone: Distilling Unified Attention for Cross-Architecture Black-box Attacks Yang Li C. Wang Tingrui Wang Yongwei Wang Haonan Li Zhunga Liu Quan Pan AAML DiffM 133 0 0 23 Sep 2025
Your Compiler is Backdooring Your Model: Understanding and Exploiting Compilation Inconsistency Vulnerabilities in Deep Learning Compilers Simin Chen Jinjun Peng Yixin He Junfeng Yang Baishakhi Ray SILM ELM 249 0 0 14 Sep 2025
Nearest Neighbor Projection Removal Adversarial Training Himanshu Singh A. V. Subramanyam Shivank Rajput Mohan Kankanhalli AAML 155 0 0 09 Sep 2025
Mini-Batch Robustness Verification of Deep Neural Networks Saar Tzour-Shaday Dana Drachsler Cohen AAML 176 0 0 21 Aug 2025
Towards Powerful and Practical Patch Attacks for 2D Object Detection in Autonomous Driving Yuxin Cao Yedi Zhang Wentao He Yifan Liao Yan Xiao Chang Li Zhiyong Huang Jin Song Dong AAML 170 0 0 14 Aug 2025
Disrupting Semantic and Abstract Features for Better Adversarial Transferability Yuyang Luo Xiaosen Wang Zhijin Ge Yingzhe He AAML 122 0 0 21 Jul 2025
Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation Kosuke Nakanishi Akihiro Kubo Yuji Yasui Shin Ishii AAML OffRL 202 0 0 20 Jun 2025
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a ServiceAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 X. Wang Tianliang Yao S. Chen Runqi Wang Lei YE Kuofeng Gao Yi Huang Yuan Yao VLM 166 1 0 18 Jun 2025
Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Weighted Intermediate Feature Divergence Chun Liu Bingqian Zhu Tao Xu Zheng Zheng Ruoyao Xiao Wei Yang Zhigang Han Jiayao Wang 284 0 0 12 Jun 2025
Exploring Visual Prompting: Robustness Inheritance and Beyond Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang Keke Tang VPVLM VLM 208 0 0 07 Jun 2025
Attacking Attention of Foundation Models Disrupts Downstream Tasks Hondamunige Prasanna Silva Federico Becattini Lorenzo Seidenari AAML 226 1 0 03 Jun 2025
Black-box Adversarial Attacks on CNN-based SLAM Algorithms M. Gkeka Bowen Sun Evgenia Smirni C. Antonopoulos S. Lalis Nikolaos Bellas AAML 182 1 0 30 May 2025
TRAP: Targeted Redirecting of Agentic Preferences Hangoo Kang Jehyeok Yeon Gagandeep Singh AAML 258 1 0 29 May 2025
Accelerating Targeted Hard-Label Adversarial Attacks in Low-Query Black-Box Settings Arjhun Swaminathan Mete Akgün AAML 168 0 0 22 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Jiabo He James Bailey AAML 455 8 0 08 May 2025
ChainMarks: Securing DNN Watermark with Cryptographic ChainACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025 Brian Choi Shu Wang Isabelle Choi Kun Sun 381 1 0 08 May 2025
Attention-aggregated Attack for Boosting the Transferability of Facial Adversarial Examples Jian-Wei Li Wen-Ze Shao AAML 241 0 0 06 May 2025
Towards Model Resistant to Transferable Adversarial Examples via Trigger ActivationIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yi Yu Song Xia Xun Lin Chenqi Kong Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot AAML SILM 1.0K 5 0 20 Apr 2025
RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical featuresConference on Uncertainty in Artificial Intelligence (UAI), 2025 Jialei Song Xingquan Zuo Feiyang Wang Hai Huang Tianle Zhang AAML 819 0 0 16 Apr 2025
R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2025 Lijun Sheng Jian Liang Liang Luo Ran He AAML VLM 360 12 0 15 Apr 2025
Bregman Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Zeroth-order Optimization Qiankun Shi Xiao Wang Hao Wang 202 1 0 13 Apr 2025
Adversarial Examples in Environment Perception for Automated Driving (Review) Jun Yan Huilin Yin AAML 264 1 0 11 Apr 2025
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations Jordan Madden Lhamo Dorje Xiaohua Li AAML 217 1 0 25 Mar 2025
TarPro: Targeted Protection against Malicious Image Editing Kaixin Shen Ruijie Quan Jiaxu Miao Jun Xiao Yi Yang 311 2 0 18 Mar 2025
GSBA $^K$ : $top$ - $K$ Geometric Score-based Black-box Attack Md. Farhamdur Reza Richeng Jin Tianfu Wu H. Dai AAML 327 0 0 17 Mar 2025
A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1 Zhaoyi Li Xiaohan Zhao Dong-Dong Wu Jiacheng Cui Zhiqiang Shen AAML VLM 501 8 0 13 Mar 2025
Enhancing Adversarial Example Detection Through Model Explanation Qian Ma Ziping Ye AAML 216 0 0 12 Mar 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark RemovalComputer Vision and Pattern Recognition (CVPR), 2025 Haonan An Guang Hua Zhengru Fang Guowen Xu Susanto Rahardja Yuguang Fang AAML 319 2 0 28 Feb 2025
SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks Yue Gao Ilia Shumailov Kassem Fawaz AAML 366 0 0 21 Feb 2025
Wasserstein distributional adversarial training for deep neural networks Xingjian Bai Guangyi He Yifan Jiang Jan Obloj OOD 353 3 0 13 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative ModelsIEEE International Conference on Healthcare Informatics (ICHI), 2025 Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 359 1 0 04 Feb 2025
With Great Backbones Comes Great Adversarial Transferability Erik Arakelyan Karen Hambardzumyan Davit Papikyan Pasquale Minervini Albert Gordo Isabelle Augenstein Aram H. Markosyan AAML 322 0 0 21 Jan 2025
An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum Optimization Haishan Ye Yinghui Huang Hao Di Xiangyu Chang 414 1 0 13 Jan 2025
ZOQO: Zero-Order Quantized OptimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Noga Bar Raja Giryes MQ 141 1 0 12 Jan 2025
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses Mohamed Djilani Salah Ghamizi Maxime Cordy 364 1 0 31 Dec 2024
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 497 4 0 30 Dec 2024
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and ChallengesIEEE Journal of Oceanic Engineering (IEEE J. Ocean. Eng.), 2024 Martin Aubard Ana Madureira Luis F. Teixeira José Pinto AAML 288 21 0 16 Dec 2024