jailbreak attack

Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ACL 2026 GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models ACL 2026 HarDBench: A Benchmark for Draft-Based Co-Authoring Jailbreak Attacks for Safe Human–LLM Collaborative Writing ACL 2026 Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026 Jailbreaking Multimodal Large Language Models using Multi-Clip Video ACL 2026 Jailbreaking Safeguarded Text-to-Image Models via Large Language Models EACL 2026 Jailbreaking Vision-Language Models via Dissonance-Guided Suffix Optimization and Image-Phrase Injection CVPR 2026 Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026 Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models ACL 2026 JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization CVPR 2026 JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification ACL 2026 MacPrompt: Maraconic-Guided Jailbreak Against Text-to-Image Models AAAI 2026 MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies AAAI 2026 MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs AAAI 2026 Models as Lego Builders: Assembling Malice from Benign Blocks via Semantic Blueprints CVPR 2026 More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters ACL 2026 Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models EACL 2026 Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models CVPR 2026 Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning AAAI 2026 ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments ACL 2026 Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment ACL 2026 Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models AAAI 2026 RunawayEvil: Jailbreaking the Image-to-Video Generative Models CVPR 2026 Safeguarding Language Models via Self-Destruct Trapdoor EACL 2026 SafeLogo: Turning Your Logos into Jailbreak Shields via Micro-Regional Adversarial Training CVPR 2026