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
Vulnerability Management
Mind Your Server: A Systematic Study of Parasitic Toolchain Attacks on the MCP Ecosystem
Authors: Shuli Zhao, Qinsheng Hou, Zihan Zhan, Yanhao Wang, Yuchong Xie, Yu Guo, Libo Chen, Shenghong Li, Zhi Xue | Published: 2025-09-08
VerilogLAVD: LLM-Aided Rule Generation for Vulnerability Detection in Verilog
Authors: Xiang Long, Yingjie Xia, Xiyuan Chen, Li Kuang | Published: 2025-08-18
SecFSM: Knowledge Graph-Guided Verilog Code Generation for Secure Finite State Machines in Systems-on-Chip
Authors: Ziteng Hu, Yingjie Xia, Xiyuan Chen, Li Kuang | Published: 2025-08-18
Repairing vulnerabilities without invisible hands. A differentiated replication study on LLMs
Authors: Maria Camporese, Fabio Massacci | Published: 2025-07-28
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
Authors: Hwiwon Lee, Ziqi Zhang, Hanxiao Lu, Lingming Zhang | Published: 2025-06-13 | Updated: 2025-10-22
Secure Coding with AI, From Creation to Inspection
Authors: Vladislav Belozerov, Peter J Barclay, Ashkan Sami | Published: 2025-04-29
Malicious Code Detection in Smart Contracts via Opcode Vectorization
Authors: Huanhuan Zou, Zongwei Li, Xiaoqi Li | Published: 2025-04-17
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
Authors: Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa | Published: 2025-01-09
Bringing Order Amidst Chaos: On the Role of Artificial Intelligence in Secure Software Engineering
Authors: Matteo Esposito | Published: 2025-01-09