from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors. - Yu Yan; Sheng Sun; Zenghao Duan; Teli Liu; Min Liu; Zhiyi Yin; LeiJingyu LeiJingyu; Qi Li (ACL (1), 2025)

Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject. - Zenghao Duan; Wenbin Duan; Zhiyi Yin; Yinghan Shen; Shaoling Jing; Jie Zhang; Huawei Shen; Xueqi Cheng (NAACL (Short Papers), 2025)

from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors. - Yu Yan; Sheng Sun; Zenghao Duan; Teli Liu; Min Liu; Zhiyi Yin; Qi Li; Jiangyu Lei (CoRR, 2025)

GloSS over Toxicity: Understanding and Mitigating Toxicity in LLMs via Global Toxic Subspace. - Zenghao Duan; Zhiyi Yin; Zhichao Shi 001; Liang Pang; Shaoling Jing; Jiayi Wu; Yu Yan; Huawei Shen; Xueqi Cheng (CoRR, 2025)