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
インダイレクトプロンプトインジェクション
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
Cisco Integrated AI Security and Safety Framework Report
Authors: Amy Chang, Tiffany Saade, Sanket Mendapara, Adam Swanda, Ankit Garg | Published: 2025-12-15
When Reject Turns into Accept: Quantifying the Vulnerability of LLM-Based Scientific Reviewers to Indirect Prompt Injection
Authors: Devanshu Sahoo, Manish Prasad, Vasudev Majhi, Jahnvi Singh, Vinay Chamola, Yash Sinha, Murari Mandal, Dhruv Kumar | Published: 2025-12-11
Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs
Authors: Yinan Zhong, Qianhao Miao, Yanjiao Chen, Jiangyi Deng, Yushi Cheng, Wenyuan Xu | Published: 2025-12-09
Understanding Privacy Risks in Code Models Through Training Dynamics: A Causal Approach
Authors: Hua Yang, Alejandro Velasco, Sen Fang, Bowen Xu, Denys Poshyvanyk | Published: 2025-12-08