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Safety

317 directly classified papers

Papers per year

Papers

Hyperbolic Safety-Aware Vision-Language Models CVPR 2025
SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs EMNLP 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025
Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ACL 2025
Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025
AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP 2025
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking EMNLP 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025
Automating Steering for Safe Multimodal Large Language Models EMNLP 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration ACL 2025
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025
sudoLLM: On Multi-role Alignment of Language Models EMNLP 2025
Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation ACL 2025
Jailbreak Large Vision-Language Models Through Multi-Modal Linkage ACL 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level ACL 2025
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs ACL 2025
Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context EMNLP 2025
Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-Based Fault Detection and Identification (Abstract Reprint) AAAI 2024
Towards Trustworthy Deep Learning AAAI 2024
A Huber Loss Minimization Approach to Byzantine Robust Federated Learning AAAI 2024
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024
Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024
Pure-Past Action Masking AAAI 2024