adversarial attack

RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control ICML 2025 Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025 RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack AAAI 2025 SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders ICML 2025 Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection ACL 2025 SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025 SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs EMNLP 2025 SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection NAACL 2025 SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model ACL 2025 Safety Alignment Can Be Not Superficial With Explicit Safety Signals ICML 2025 Safety Alignment Should be Made More Than Just a Few Tokens Deep ICLR 2025 SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures ICCV 2025 Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025 Sanitizing Backdoored Graph Neural Networks: A Multidimensional Approach IJCAI 2025 Scaling Laws for Adversarial Attacks on Language Model Activations and Tokens ICLR 2025 SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments CVPR 2025 Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks CVPR 2025 Self-supervised Adversarial Purification for Graph Neural Networks ICML 2025 SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage ACL 2025 SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains ACL 2025 SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures ICML 2025 Side Effects of Erasing Concepts from Diffusion Models EMNLP 2025 SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025 Single Character Perturbations Break LLM Alignment AAAI 2025 SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout ICCV 2025