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AI Safety

2972 directly classified papers

Papers per year

Papers

Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025
WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response NAACL 2025
A Practical Examination of AI-Generated Text Detectors for Large Language Models NAACL 2025
Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In NAACL 2025
Aligning to What? Limits to RLHF Based Alignment NAACL 2025
Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025
SSNTrio@DravidianLangTech 2025: Identification of AI Generated Content in Dravidian Languages using Transformers NAACL 2025
CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025
A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient NAACL 2025
A Comprehensive Evaluation of Cognitive Biases in LLMs NAACL 2025
Smaller Large Language Models Can Do Moral Self-Correction NAACL 2025
Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refine NAACL 2025
Line of Duty: Evaluating LLM Self-Knowledge via Consistency in Feasibility Boundaries NAACL 2025
Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025
Summary the Savior: Harmful Keyword and Query-based Summarization for LLM Jailbreak Defense NAACL 2025
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025
Automating Steering for Safe Multimodal Large Language Models EMNLP 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025
DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion ICCV 2025
Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks ICCV 2025
Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025