VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models
Authors: Yu Liu, Lang Gao, Mingxin Yang, Yu Xie, Ping Chen, Xiaojin Zhang, Wei Chen | Published: 2024-06-11 | Updated: 2024-08-21
Vulnerability Management
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
Authors: Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin | Published: 2024-06-06
Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study
Authors: Karl Tamberg, Hayretdin Bahsi | Published: 2024-05-24
Self-HWDebug: Automation of LLM Self-Instructing for Hardware Security Verification
Authors: Mohammad Akyash, Hadi Mardani Kamali | Published: 2024-05-20
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Authors: Rudolf Ferenc, Péter Hegedűs, Péter Gyimesi, Gábor Antal, Dénes Bán, Tibor Gyimóthy | Published: 2024-05-12
Inferring Discussion Topics about Exploitation of Vulnerabilities from Underground Hacking Forums
Authors: Felipe Moreno-Vera | Published: 2024-05-07
DLAP: A Deep Learning Augmented Large Language Model Prompting Framework for Software Vulnerability Detection
Authors: Yanjing Yang, Xin Zhou, Runfeng Mao, Jinwei Xu, Lanxin Yang, Yu Zhangm, Haifeng Shen, He Zhang | Published: 2024-05-02
An Extensive Comparison of Static Application Security Testing Tools
Authors: Matteo Esposito, Valentina Falaschi, Davide Falessi | Published: 2024-03-14
Unveiling Hidden Links Between Unseen Security Entities
Authors: Daniel Alfasi, Tal Shapira, Anat Bremler Barr | Published: 2024-03-04
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models
Authors: Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou | Published: 2024-03-01