ai safety

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 to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation EMNLP 2025 Human-AI Moral Judgment Congruence on Real-World Scenarios: A Cross-Lingual Analysis EMNLP 2025 Idola Tribus of AI: Large Language Models tend to perceive order where none exists EMNLP 2025 Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025 Information-theoretic Distinctions Between Deception and Confusion IJCNLP 2025 Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective ACL 2025 Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct ICLR 2025 Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models NAACL 2025 Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025 Language Model Alignment in Multilingual Trolley Problems ICLR 2025 Language Models can Subtly Deceive Without Lying: A Case Study on Strategic Phrasing in Legislation ACL 2025 Language Models Identify Ambiguities and Exploit Loopholes EMNLP 2025 Large Language Models Often Say One Thing and Do Another ICLR 2025 Lessons for Editors of AI Incidents from the AI Incident Database AAAI 2025 Let Them Down Easy! Contextual Effects of LLM Guardrails on User Perceptions and Preferences EMNLP 2025 LLM Jailbreak Detection for (Almost) Free! EMNLP 2025 LLMScan: Causal Scan for LLM Misbehavior Detection ICML 2025 LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring IJCNLP 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models AAAI 2025 Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025 Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025