attack success rate

Don’t Say No: Jailbreaking LLM by Suppressing Refusal ACL 2025 EIA: ENVIRONMENTAL INJECTION ATTACK ON GENERALIST WEB AGENTS FOR PRIVACY LEAKAGE ICLR 2025 Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities NAACL 2025 LLM Stinger: Jailbreaking LLMs Using RL Fine-Tuned LLMs (Student Abstract) AAAI 2025 Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025 Nullspace Disentanglement for Red Teaming Language Models EMNLP 2025 On the Vulnerability of Text Sanitization NAACL 2025 Protecting against simultaneous data poisoning attacks ICLR 2025 Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025 RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features UAI 2025 REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective ICML 2025 Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions ICML 2025 Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience EMNLP 2025 TopicAttack: An Indirect Prompt Injection Attack via Topic Transition EMNLP 2025 TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ACL 2025 Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection EMNLP 2025 Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models ACL 2025 An LLM can Fool Itself: A Prompt-Based Adversarial Attack ICLR 2024 A StrongREJECT for Empty Jailbreaks NeurIPS 2024 Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks ACL 2024 Backdoor Contrastive Learning via Bi-level Trigger Optimization ICLR 2024 Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024 Can Textual Unlearning Solve Cross-Modality Safety Alignment? EMNLP 2024