Vulnerability Management

CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics

Authors: Yikun Li, Ting Zhang, Ratnadira Widyasari, Yan Naing Tun, Huu Hung Nguyen, Tan Bui, Ivana Clairine Irsan, Yiran Cheng, Xiang Lan, Han Wei Ang, Frank Liauw, Martin Weyssow, Hong Jin Kang, Eng Lieh Ouh, Lwin Khin Shar, David Lo | Published: 2024-11-26 | Updated: 2025-04-14
LLM Performance Evaluation
Code Change Analysis
Vulnerability Management
2024.11.26 2025.05.27
Literature Database

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Authors: Di Cao, Yong Liao, Xiuwei Shang | Published: 2024-10-10
LLM Performance Evaluation
Vulnerability Management
2024.10.10 2025.05.27
Literature Database

Harnessing TI Feeds for Exploitation Detection

Authors: Kajal Patel, Zubair Shafiq, Mateus Nogueira, Daniel Sadoc Menasché, Enrico Lovat, Taimur Kashif, Ashton Woiwood, Matheus Martins | Published: 2024-09-12
IoC Analysis Method
Machine Learning Method
Vulnerability Management
2024.09.12 2025.05.27
Literature Database

HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data

Authors: Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz | Published: 2024-09-10
Code Generation
Vulnerability Management
Automated Vulnerability Remediation
2024.09.10 2025.05.27
Literature Database

ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model

Authors: Dawei Wang, Geng Zhou, Li Chen, Dan Li, Yukai Miao | Published: 2024-09-02
Option-Based Fuzzing
Prompt Injection
Vulnerability Management
2024.09.02 2025.05.27
Literature Database

Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs

Authors: Nafis Tanveer Islam, Joseph Khoury, Andrew Seong, Elias Bou-Harb, Peyman Najafirad | Published: 2024-09-01
LLM Security
Vulnerability Management
Automated Vulnerability Remediation
2024.09.01 2025.05.27
Literature Database

Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection

Authors: Niklas Risse, Jing Liu, Marcel Böhme | Published: 2024-08-23 | Updated: 2025-04-23
Security Analysis
Vulnerability Management
Evaluation Method
2024.08.23 2025.05.27
Literature Database

PatUntrack: Automated Generating Patch Examples for Issue Reports without Tracked Insecure Code

Authors: Ziyou Jiang, Lin Shi, Guowei Yang, Qing Wang | Published: 2024-08-16
Code Generation
Prompt Injection
Vulnerability Management
2024.08.16 2025.05.27
Literature Database

LLM-Enhanced Static Analysis for Precise Identification of Vulnerable OSS Versions

Authors: Yiran Cheng, Lwin Khin Shar, Ting Zhang, Shouguo Yang, Chaopeng Dong, David Lo, Shichao Lv, Zhiqiang Shi, Limin Sun | Published: 2024-08-14
Code Change Analysis
Prompt Injection
Vulnerability Management
2024.08.14 2025.05.27
Literature Database

Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study

Authors: Kohei Dozono, Tiago Espinha Gasiba, Andrea Stocco | Published: 2024-08-12
LLM Performance Evaluation
Prompt Injection
Vulnerability Management
2024.08.12 2025.05.27
Literature Database
Next page