CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
Authors: Yutong Cheng, Osama Bajaber, Saimon Amanuel Tsegai, Dawn Song, Peng Gao | Published: 2024-10-28 | Updated: 2025-04-21
Prompt leaking
Reconstruction of Differentially Private Text Sanitization via Large Language Models
Authors: Shuchao Pang, Zhigang Lu, Haichen Wang, Peng Fu, Yongbin Zhou, Minhui Xue | Published: 2024-10-16 | Updated: 2025-09-18
The Early Bird Catches the Leak: Unveiling Timing Side Channels in LLM Serving Systems
Authors: Linke Song, Zixuan Pang, Wenhao Wang, Zihao Wang, XiaoFeng Wang, Hongbo Chen, Wei Song, Yier Jin, Dan Meng, Rui Hou | Published: 2024-09-30 | Updated: 2025-08-13
Confidential Prompting: Privacy-preserving LLM Inference on Cloud
Authors: Caihua Li, In Gim, Lin Zhong | Published: 2024-09-27 | Updated: 2025-08-25
Evading Toxicity Detection with ASCII-art: A Benchmark of Spatial Attacks on Moderation Systems
Authors: Sergey Berezin, Reza Farahbakhsh, Noel Crespi | Published: 2024-09-27 | Updated: 2025-09-24
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models
Authors: Zi Liang, Haibo Hu, Qingqing Ye, Yaxin Xiao, Haoyang Li | Published: 2024-08-05 | Updated: 2025-02-12
From Sands to Mansions: Towards Automated Cyberattack Emulation with Classical Planning and Large Language Models
Authors: Lingzhi Wang, Zhenyuan Li, Yi Jiang, Zhengkai Wang, Zonghan Guo, Jiahui Wang, Yangyang Wei, Xiangmin Shen, Wei Ruan, Yan Chen | Published: 2024-07-24 | Updated: 2025-04-17
ProxyGPT: Enabling User Anonymity in LLM Chatbots via (Un)Trustworthy Volunteer Proxies
Authors: Dzung Pham, Jade Sheffey, Chau Minh Pham, Amir Houmansadr | Published: 2024-07-11 | Updated: 2025-06-11
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models
Authors: Xi Li, Ruofan Mao, Yusen Zhang, Renze Lou, Chen Wu, Jiaqi Wang | Published: 2024-06-10 | Updated: 2025-10-30
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications
Authors: Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang | Published: 2024-04-26