conftrace_

jailbreak attack

225 papers

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Co-occurring keywords

large language model (13587) adversarial attack (1621) safety alignment (178) adversarial learning (1595) prompt injection (101) ai safety (235) adversarial prompt (65) llm safety (67) model safety (101) prompt engineering (1135)

Papers

Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks ACL 2026

Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment ACL 2026

More Thinking, Less Talking: Internalizing Deliberative Safety into LLM Parameters ACL 2026

AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models ACL 2026

SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ACL 2026

Unraveling LLM Jailbreaks Through Safety Knowledge Neurons EACL 2026

Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026

Safeguarding Language Models via Self-Destruct Trapdoor EACL 2026

Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026

Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations EACL 2026

A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking EACL 2026

Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026

When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity AAAI 2026

AlignTree: Efficient Defense Against LLM Jailbreak Attacks AAAI 2026

Always Refuse: Steering LLMs Against Jailbreaks with Contrastive Activations (Student Abstract) AAAI 2026

Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning AAAI 2026

MacPrompt: Maraconic-Guided Jailbreak Against Text-to-Image Models AAAI 2026

Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning ACL 2026

Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ACL 2026

Enhancing the Transferability of Jailbreak Attacks on Large Language Models via Exploiting Reparameterization Invariance ACL 2026

GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models ACL 2026

Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026

CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026

Stop Fixating on Prompts: Reasoning Hijacking and Constraint Tightening for Red-Teaming LLM Agents ACL 2026

QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025