Toward Trustworthy Agentic AI: A Multimodal Framework for Preventing Prompt Injection Attacks
Authors: Toqeer Ali Syed, Mishal Ateeq Almutairi, Mahmoud Abdel Moaty | Published: 2025-12-29
Indirect Prompt Injection
Assessing the Software Security Comprehension of Large Language Models
Authors: Mohammed Latif Siddiq, Natalie Sekerak, Antonio Karam, Maria Leal, Arvin Islam-Gomes, Joanna C. S. Santos | Published: 2025-12-24
Beyond Context: Large Language Models Failure to Grasp Users Intent
Authors: Ahmed M. Hussain, Salahuddin Salahuddin, Panos Papadimitratos | Published: 2025-12-24
AegisAgent: An Autonomous Defense Agent Against Prompt Injection Attacks in LLM-HARs
Authors: Yihan Wang, Huanqi Yang, Shantanu Pal, Weitao Xu | Published: 2025-12-24
A Systematic Study of Code Obfuscation Against LLM-based Vulnerability Detection
Authors: Xiao Li, Yue Li, Hao Wu, Yue Zhang, Yechao Zhang, Fengyuan Xu, Sheng Zhong | Published: 2025-12-18
Large Language Models as a (Bad) Security Norm in the Context of Regulation and Compliance
Authors: Kaspar Rosager Ludvigsen | Published: 2025-12-18
Love, Lies, and Language Models: Investigating AI’s Role in Romance-Baiting Scams
Authors: Gilad Gressel, Rahul Pankajakshan, Shir Rozenfeld, Ling Li, Ivan Franceschini, Krishnahsree Achuthan, Yisroel Mirsky | Published: 2025-12-18
PerProb: Indirectly Evaluating Memorization in Large Language Models
Authors: Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun | Published: 2025-12-16
Reasoning-Style Poisoning of LLM Agents via Stealthy Style Transfer: Process-Level Attacks and Runtime Monitoring in RSV Space
Authors: Xingfu Zhou, Pengfei Wang | Published: 2025-12-16
PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design
Authors: Ruozhao Yang, Mingfei Cheng, Gelei Deng, Tianwei Zhang, Junjie Wang, Xiaofei Xie | Published: 2025-12-16