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
Indirect Prompt Injection
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
Amplified Vulnerabilities: Structured Jailbreak Attacks on LLM-based Multi-Agent Debate
Authors: Senmao Qi, Yifei Zou, Peng Li, Ziyi Lin, Xiuzhen Cheng, Dongxiao Yu | Published: 2025-04-23
Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection
Authors: Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao | Published: 2025-04-23
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey
Authors: Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim | Published: 2025-04-22 | Updated: 2025-04-28
Progent: Programmable Privilege Control for LLM Agents
Authors: Tianneng Shi, Jingxuan He, Zhun Wang, Linyu Wu, Hongwei Li, Wenbo Guo, Dawn Song | Published: 2025-04-16
The Obvious Invisible Threat: LLM-Powered GUI Agents’ Vulnerability to Fine-Print Injections
Authors: Chaoran Chen, Zhiping Zhang, Bingcan Guo, Shang Ma, Ibrahim Khalilov, Simret A Gebreegziabher, Yanfang Ye, Ziang Xiao, Yaxing Yao, Tianshi Li, Toby Jia-Jun Li | Published: 2025-04-15
StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models
Authors: Yang Feng, Xudong Pan | Published: 2025-04-14
ControlNET: A Firewall for RAG-based LLM System
Authors: Hongwei Yao, Haoran Shi, Yidou Chen, Yixin Jiang, Cong Wang, Zhan Qin | Published: 2025-04-13 | Updated: 2025-04-17
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
Authors: Liang-bo Ning, Shijie Wang, Wenqi Fan, Qing Li, Xin Xu, Hao Chen, Feiran Huang | Published: 2025-04-13 | Updated: 2025-04-24