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evasion attack

38 papers

Papers

A Transfer Attack to Image Watermarks ICLR 2025 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs COLING 2025 Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025 Evading Data Provenance in Deep Neural Networks ICCV 2025 Evasion Attacks Against Bayesian Predictive Models UAI 2025 Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models AAAI 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective ICLR 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NeurIPS 2024 Faster Repeated Evasion Attacks in Tree Ensembles NeurIPS 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024 Characterizing Internal Evasion Attacks in Federated Learning AISTATS 2023 DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification NeurIPS 2023 Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack ICCV 2023 Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective ICLR 2023 Towards Efficient and Domain-Agnostic Evasion Attack with High-Dimensional Categorical Inputs AAAI 2023 Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks CVPR 2023 Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022 Evading Adversarial Example Detection Defenses with Orthogonal Projected Gradient Descent ICLR 2022 Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022 Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the Future IJCAI 2022 Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks IJCAI 2022 Towards Understanding the Robustness Against Evasion Attack on Categorical Data ICLR 2022 Universal Evasion Attacks on Summarization Scoring EMNLP 2022