conftrace_

safety alignment

178 papers

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Co-occurring keywords

large language model (13587) jailbreak attack (225) adversarial attack (1621) model safety (101) harmful content (66) multimodal large language model (966) ai safety (235) language model (4599) llm safety (67) adversarial learning (1595)

Papers

FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models ACL 2026

Jailbreaking Multimodal Large Language Models using Multi-Clip Video ACL 2026

TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment 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

iMotion-LLM: Instruction-Conditioned Trajectory Generation WACV 2026

Layer-wise Swapping for Generalizable Multilingual Safety EACL 2026

IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages EACL 2026

Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models EACL 2026

Code-Switching as a Safety Failure Mode in Large Language Models: An Empirical Study of Roman Urdu across English, Mixed, and Transliteration-Only Inputs EACL 2026

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

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026

Where to Start Alignment? Diffusion Large Language Model May Demand a Distinct Position AAAI 2026

Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions AAAI 2026

When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models AAAI 2026

Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation AAAI 2026

Silenced Biases: The Dark Side LLMs Learned to Refuse AAAI 2026

Differentiated Directional Intervention: A Framework for Evading LLM Safety Alignment AAAI 2026

Unveiling AI Safety in Fine-tuning Quantized Model AAAI 2026

Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs ACL 2026

Interpretable Safety Alignment via SAE-Constructed Low-Rank Subspace Adaptation ACL 2026

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

CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning ACL 2026

HarmRLVR: Weaponizing Verifiable Rewards for Harmful LLM Alignment ACL 2026

Please refuse to answer me! Mitigating Over-Refusal in Large Language Models via Adaptive Contrastive Decoding ACL 2026