AI Safety

Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025 Model Surgery: Modulating LLM’s Behavior Via Simple Parameter Editing NAACL 2025 Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025 MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking ICML 2025 Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs COLING 2025 Moral Alignment for LLM Agents ICLR 2025 Moral Compass: A Data-Driven Benchmark for Ethical Cognition in AI IJCAI 2025 Moral Self-correction is Not An Innate Capability in Language Models IJCNLP 2025 More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness ICLR 2025 MorphMark: Flexible Adaptive Watermarking for Large Language Models ACL 2025 MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025 Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU SemEval 2025 MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming ACL 2025 MULBERE: Multilingual Jailbreak Robustness Using Targeted Latent Adversarial Training EMNLP 2025 Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems AAAI 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025 Multilingual Collaborative Defense for Large Language Models EMNLP 2025 Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025 Multilingual Text-to-Image Generation Magnifies Gender Stereotypes ACL 2025 Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries ACL 2025 Multitask-Bench: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning COLING 2025 Multi-Turn Jailbreaking Large Language Models via Attention Shifting AAAI 2025 MuMA-ToM: Multi-modal Multi-Agent Theory of Mind AAAI 2025