Web IP at Risk: Prevent Unauthorized Real-Time Retrieval by Large Language Models
Authors: Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu | Published: 2025-05-19
Indirect Prompt Injection
IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems
Authors: Liwen Wang, Wenxuan Wang, Shuai Wang, Zongjie Li, Zhenlan Ji, Zongyi Lyu, Daoyuan Wu, Shing-Chi Cheung | Published: 2025-05-18 | Updated: 2025-05-20
AutoPentest: Enhancing Vulnerability Management With Autonomous LLM Agents
Authors: Julius Henke | Published: 2025-05-15
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries
Authors: Zekun Wu, Seonglae Cho, Umar Mohammed, Cristian Munoz, Kleyton Costa, Xin Guan, Theo King, Ze Wang, Emre Kazim, Adriano Koshiyama | Published: 2025-05-13 | Updated: 2025-06-30
AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents
Authors: Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song | Published: 2025-05-09 | Updated: 2025-05-21
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study
Authors: Xinyi Hou, Jiahao Han, Yanjie Zhao, Haoyu Wang | Published: 2025-05-05
ACE: A Security Architecture for LLM-Integrated App Systems
Authors: Evan Li, Tushin Mallick, Evan Rose, William Robertson, Alina Oprea, Cristina Nita-Rotaru | Published: 2025-04-29 | Updated: 2025-05-07
The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models
Authors: Swaroop Dora, Deven Lunkad, Naziya Aslam, S. Venkatesan, Sandeep Kumar Shukla | Published: 2025-04-29
Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
Authors: Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Yangqiu Song, Bryan Hooi | Published: 2025-04-29
Enhancing Leakage Attacks on Searchable Symmetric Encryption Using LLM-Based Synthetic Data Generation
Authors: Joshua Chiu, Partha Protim Paul, Zahin Wahab | Published: 2025-04-29