Les Dissonances: Cross-Tool Harvesting and Polluting in Multi-Tool Empowered LLM Agents
Authors: Zichuan Li, Jian Cui, Xiaojing Liao, Luyi Xing | Published: 2025-04-04 | Updated: 2025-04-28
Indirect Prompt Injection
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems
Authors: Shiyi Yang, Zhibo Hu, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao | Published: 2025-03-31
Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis
Authors: Binbin Zhao, Xingshuang Lin, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji | Published: 2025-03-31
Defeating Prompt Injections by Design
Authors: Edoardo Debenedetti, Ilia Shumailov, Tianqi Fan, Jamie Hayes, Nicholas Carlini, Daniel Fabian, Christoph Kern, Chongyang Shi, Andreas Terzis, Florian Tramèr | Published: 2025-03-24
CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
Authors: Yuxuan Zhu, Antony Kellermann, Dylan Bowman, Philip Li, Akul Gupta, Adarsh Danda, Richard Fang, Conner Jensen, Eric Ihli, Jason Benn, Jet Geronimo, Avi Dhir, Sudhit Rao, Kaicheng Yu, Twm Stone, Daniel Kang | Published: 2025-03-21
Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Authors: Juhee Kim, Woohyuk Choi, Byoungyoung Lee | Published: 2025-03-17 | Updated: 2025-04-21
Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions
Authors: Shraddha Pradipbhai Shah, Aditya Vilas Deshpande | Published: 2025-03-17
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
Authors: Ze Yang, Yihong Jin, Yihan Zhang, Juntian Liu, Xinhe Xu | Published: 2025-03-15
Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories
Authors: Alperen Yildiz, Sin G. Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil M. Divakaran | Published: 2025-03-05 | Updated: 2025-03-18
Red-Teaming LLM Multi-Agent Systems via Communication Attacks
Authors: Pengfei He, Yupin Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu | Published: 2025-02-20 | Updated: 2025-06-02