GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing
Authors: Peiyan Zhang, Haibo Jin, Liying Kang, Haohan Wang | Published: 2025-07-10
Prompt validation
PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI
Authors: Haitham S. Al-Sinani, Chris J. Mitchell | Published: 2025-07-09
A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures
Authors: Dezhang Kong, Shi Lin, Zhenhua Xu, Zhebo Wang, Minghao Li, Yufeng Li, Yilun Zhang, Zeyang Sha, Yuyuan Li, Changting Lin, Xun Wang, Xuan Liu, Muhammad Khurram Khan, Ningyu Zhang, Chaochao Chen, Meng Han | Published: 2025-06-24
Adversarial Suffix Filtering: a Defense Pipeline for LLMs
Authors: David Khachaturov, Robert Mullins | Published: 2025-05-14
Defending against Indirect Prompt Injection by Instruction Detection
Authors: Tongyu Wen, Chenglong Wang, Xiyuan Yang, Haoyu Tang, Yueqi Xie, Lingjuan Lyu, Zhicheng Dou, Fangzhao Wu | Published: 2025-05-08 | Updated: 2025-09-17
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
Watermarking Needs Input Repetition Masking
Authors: David Khachaturov, Robert Mullins, Ilia Shumailov, Sumanth Dathathri | Published: 2025-04-16
Benchmarking Practices in LLM-driven Offensive Security: Testbeds, Metrics, and Experiment Design
Authors: Andreas Happe, Jürgen Cito | Published: 2025-04-14
Detecting Instruction Fine-tuning Attacks on Language Models using Influence Function
Authors: Jiawei Li | Published: 2025-04-12 | Updated: 2025-09-30
Can Indirect Prompt Injection Attacks Be Detected and Removed?
Authors: Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi | Published: 2025-02-23