BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models. - Xinyuan Wang; Victor Shea-Jay Huang; Renmiao Chen; Hao Wang; Chengwei Pan; Lei Sha; Minlie Huang (CoRR, 2024)

Global Challenge for Safe and Secure LLMs Track 1. - Xiaojun Jia; Yihao Huang 001; Yang Liu 003; Peng Yan Tan; Weng Kuan Yau; Mun-Thye Mak; Xin Ming Sim; Wee Siong Ng; See-Kiong Ng; Hanqing Liu; Lifeng Zhou; Huanqian Yan; et al. (CoRR, 2024)

AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement. - Zhexin Zhang; Leqi Lei; Junxiao Yang; Xijie Huang; Yida Lu; Shiyao Cui; Renmiao Chen; Qinglin Zhang; Xinyuan Wang 009; Hao Wang; Hao Li; Xianqi Lei; et al. (CoRR, 2025)

ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs. - Shiyao Cui; Qinglin Zhang; Xuan Ouyang; Renmiao Chen; Zhexin Zhang; Yida Lu; Hongning Wang; Han Qiu 001; Minlie Huang (CoRR, 2025)

JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering. - Renmiao Chen; Shiyao Cui; Xuancheng Huang; Chengwei Pan; Victor Shea-Jay Huang; Qinglin Zhang; Xuan Ouyang; Zhexin Zhang; Hongning Wang; Minlie Huang (CoRR, 2025)