jailbreak attack

Activation-Guided Local Editing for Jailbreaking Attacks ACL 2026 Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026 Adversarial Style Optimization: Enhancing VLM Jailbreaks by GRPO-based Stylistic Triggers Optimization CVPR 2026 AlignTree: Efficient Defense Against LLM Jailbreak Attacks AAAI 2026 Always Refuse: Steering LLMs Against Jailbreaks with Contrastive Activations (Student Abstract) AAAI 2026 Anchoring the Mind of Multimodal Reasoners: Cognitive Bias as a Vector for Jailbreak Attacks CVPR 2026 A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking EACL 2026 ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs ACL 2026 Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models ACL 2026 AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models ACL 2026 Backdoors in RLVR: Jailbreak Backdoors in LLMs From Verifiable Reward ACL 2026 Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning ACL 2026 BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage EACL 2026 Breaking Multimodal LLM Safety via Video-Driven Prompting CVPR 2026 Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ACL 2026 Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors ACL 2026 Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization EACL 2026 CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026 Detecting What Queries Seek: Steering LLM Safety with FFN Output Activation Monitoring ACL 2026 DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs ACL 2026 Dynamic Deep Prompt Optimization for Defending Against Jailbreak Attacks on LLMs AAAI 2026 Dynamic Token Reweighting for Robust Vision-Language Models CVPR 2026 Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations EACL 2026 Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ACL 2026 EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion AAAI 2026