conftrace_

safety evaluation

94 papers

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Co-occurring keywords

large language model (13587) red teaming (61) jailbreak attack (225) adversarial testing (31) language model (4599) adversarial attack (1621) ai safety (235) benchmark evaluation (1556) model safety (101) multimodal large language model (966)

Papers

Exploring Safety-Utility Trade-Offs in Personalized Language Models NAACL 2025
LLM Safety for Children NAACL 2025
A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient NAACL 2025
REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025
Better Red Teaming via Searching with Large Language Model ACL 2025
Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts ACL 2025
SafeLawBench: Towards Safe Alignment of Large Language Models ACL 2025
Multimodal Pragmatic Jailbreak on Text-to-image Models ACL 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models NAACL 2025
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025
Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025
Rainbow-Teaming for the Polish Language: A Reproducibility Study NAACL 2025
X-Guard: Multilingual Guard Agent for Content Moderation ACL 2025
Fine-Tuning Lowers Safety and Disrupts Evaluation Consistency ACL 2025
LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA ACL 2025
SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs NAACL 2025
The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It EMNLP 2025
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study EMNLP 2025
SAGE: A Generic Framework for LLM Safety Evaluation EMNLP 2025
JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models ICCV 2025
“Not Aligned” is Not “Malicious”: Being Careful about Hallucinations of Large Language Models’ Jailbreak COLING 2025
JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs ACL 2025
Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing ACL 2025
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ACL 2025