Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
NeurIPS 2025 work showing how safe images can combine into multimodal jailbreaks through the Safety Snowball effect.
Dec 2, 2025
RSafe: Incentivizing Proactive Reasoning to Build Robust and Adaptive LLM Safeguards
NeurIPS 2025 work on adaptive reasoning-based safeguards for robust LLM safety moderation.
Dec 2, 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
Revealing and analyzing text bias in Large Audio-Language Models when audio and text inputs disagree.
Nov 1, 2025
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
CCS 2024 work on assessing and reducing gender bias in large language models.
Oct 14, 2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
A comprehensive taxonomy and effective detection methods for glitch tokens in Large Language Models.
Jul 15, 2024
MASTERKEY: Automated Jailbreaking of Large Language Model Chatbots
A comprehensive framework for automated jailbreaking of Large Language Model chatbots, featuring novel attack methodologies and systematic analysis of defense mechanisms.
Feb 26, 2024
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
A comprehensive analysis of jailbreak attack and defense techniques for Large Language Models.
Feb 20, 2024
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training
A novel approach to detecting copyright content mis-usage in Large Language Model training data.
Jan 1, 2024
Prompt Injection Attack against LLM-integrated Applications
A comprehensive study of prompt injection attacks against LLM-integrated applications.
Jun 9, 2023
Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
A comprehensive empirical study of jailbreaking techniques against ChatGPT through prompt engineering.
May 23, 2023