Proactive defense against LLM Jailbreak
Authors: Weiliang Zhao, Jinjun Peng, Daniel Ben-Levi, Zhou Yu, Junfeng Yang | Published: 2025-10-06
防御手法の統合
Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers
Authors: Santhosh KumarRavindran | Published: 2025-10-06
P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
Authors: Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu | Published: 2025-10-06
UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02
A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives
Authors: Kaixiang Zhao, Lincan Li, Kaize Ding, Neil Zhenqiang Gong, Yue Zhao, Yushun Dong | Published: 2025-08-20 | Updated: 2025-08-27
Combining Machine Learning Defenses without Conflicts
Authors: Vasisht Duddu, Rui Zhang, N. Asokan | Published: 2024-11-14 | Updated: 2025-08-14