safety alignment

ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ACL 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 AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models AAAI 2026 Between a Rock and a Hard Place: The Tension Between Ethical Reasoning and Safety Alignment in LLMs 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 Can Editing LLMs Inject Harm? AAAI 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 Confident, Calibrated, or Complicit: Safety Alignment and Ideological Bias in LLM Hate Speech Detection ACL 2026 CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning ACL 2026 DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026 Diagnosing and Repairing Unsafe Channels in Vision-Language Models via Causal Discovery and Dual-Modal Safety Subspace Projection CVPR 2026 Differentiated Directional Intervention: A Framework for Evading LLM Safety Alignment AAAI 2026 Distilling Safe LLM Systems via Soft Prompts for On Device Settings UAI 2026 Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for Chinese Minority Languages ACL 2026 EASE: Practical and Efficient Safety Alignment for Small Language Models AAAI 2026 ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models AAAI 2026 FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models ACL 2026 FinHarmBench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation 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 Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs CVPR 2026 HarmRLVR: Weaponizing Verifiable Rewards for Harmful LLM Alignment ACL 2026 HumorReject: Decoupling LLM Safety from Refusal Prefix via a Little Humor AAAI 2026