AI Safety

Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025 Harnessing Robust Statistics for Trustworthy AI AAAI 2025 Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models EMNLP 2025 Has this Fact been Edited? Detecting Knowledge Edits in Language Models NAACL 2025 HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection SemEval 2025 Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News? NAACL 2025 HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models EMNLP 2025 HelpSteer2-Preference: Complementing Ratings with Preferences ICLR 2025 Hermit Kingdom Through the Lens of Multiple Perspectives: A Case Study of LLM Hallucination on North Korea COLING 2025 Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025 HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025 Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents EMNLP 2025 Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025 Hidden No More: Attacking and Defending Private Third-Party LLM Inference ICML 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 High-Dimension Human Value Representation in Large Language Models NAACL 2025 Hijacking Vision-and-Language Navigation Agents with Adversarial Environmental Attacks WACV 2025 HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment NAACL 2025 How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations EMNLP 2025 How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis EMNLP 2025 How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? ICLR 2025 How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation EMNLP 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025 How Personality Traits Shape LLM Risk-Taking Behaviour ACL 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025