Vulnerability Management

Secure Coding with AI, From Creation to Inspection

Authors: Vladislav Belozerov, Peter J Barclay, Ashkan Sami | Published: 2025-04-29
Dataset Applicability
Program Analysis
Vulnerability Management

Malicious Code Detection in Smart Contracts via Opcode Vectorization

Authors: Huanhuan Zou, Zongwei Li, Xiaoqi Li | Published: 2025-04-17
Smart Contract Audit
Machine Learning
Vulnerability Management

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
LLM Performance Evaluation
Prompt Injection
Vulnerability Management

Bringing Order Amidst Chaos: On the Role of Artificial Intelligence in Secure Software Engineering

Authors: Matteo Esposito | Published: 2025-01-09
Hypothesis Testing
Defect Prediction Dataset Creation
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

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

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

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

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

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