adversarial attack

The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems ACL 2025 The Threat of PROMPTS in Large Language Models: A System and User Prompt Perspective ACL 2025 The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs ACL 2025 Topological Signatures of Adversaries in Multimodal Alignments ICML 2025 Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025 Towards Certification of Uncertainty Calibration under Adversarial Attacks ICLR 2025 Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients CVPR 2025 Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025 Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models AAAI 2025 Towards Secure User Authentication for Headphones via In-Ear or In-Earcup Microphones Interspeech 2025 Transferable Adversarial Face Attack with Text Controlled Attribute AAAI 2025 Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling EMNLP 2025 TrapDoc: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents EMNLP 2025 Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack NAACL 2025 TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025 TtBA: Two-third Bridge Approach for Decision-Based Adversarial Attack ICML 2025 TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs ICML 2025 TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice NAACL 2025 Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025 Typographic Attacks in a Multi-Image Setting NAACL 2025 Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy ICLR 2025 Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning ICLR 2025 Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems NAACL 2025 Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors AAAI 2025 Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025