Vulnerability Mapping and Mitigation Through AI Code Analysis and Testing

Tauheed Waheed, Eda Marchetti, Antonello Calabrò

2025

Abstract

The research addresses the significant and complex challenge of vulnerability mapping and repairing code vulnerabilities, which is critical for enhancing cybersecurity in our increasingly technology-driven society. This paper aims to present an in-depth methodology and framework for effectively mapping software vulnerabilities through AI-driven code analysis and testing techniques. The proposed method and framework provide an automated environment that facilitates identifying and mitigating security vulnerabilities. This innovative framework benefits prosumers and developers, empowering them to confidently produce secure code, even with inadequate cybersecurity knowledge or extensive testing experience. By leveraging AI, the methodology streamlines the process of vulnerability detection and enhances overall software security.

Paper Citation

in Harvard Style

Waheed T., Marchetti E. and Calabrò A. (2025). Vulnerability Mapping and Mitigation Through AI Code Analysis and Testing. In Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering - Volume 1: MODELSWARD; ISBN 978-989-758-729-0, SciTePress, pages 363-370. DOI: 10.5220/0013381500003896

in Bibtex Style

@conference{modelsward25,
author={Tauheed Waheed and Eda Marchetti and Antonello Calabrò},
title={Vulnerability Mapping and Mitigation Through AI Code Analysis and Testing},
booktitle={Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering - Volume 1: MODELSWARD},
year={2025},
pages={363-370},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013381500003896},
isbn={978-989-758-729-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Model-Based Software and Systems Engineering - Volume 1: MODELSWARD
TI - Vulnerability Mapping and Mitigation Through AI Code Analysis and Testing
SN - 978-989-758-729-0
AU - Waheed T.
AU - Marchetti E.
AU - Calabrò A.
PY - 2025
SP - 363
EP - 370
DO - 10.5220/0013381500003896
PB - SciTePress