Evaluating the Impact of Conventional Code Analysis Against Large Language Models in API Vulnerability Detection

Author:

Yıldırım Recep1ORCID,Aydın Kerem1ORCID,Çetin Orçun2ORCID

Affiliation:

1. Türkiye Sigorta, Turkey

2. Sabancı University, Turkey

Publisher

ACM

Reference19 articles.

1. Atieh Bakhshandeh, Abdalsamad Keramatfar, Amir Norouzi, and Mohammad Mahdi Chekidehkhoun. 2023. Using chatgpt as a static application security testing tool. arXiv preprint arXiv:2308.14434 (2023).

2. Saikat Chakraborty, Rahul Krishna, Yangruibo Ding, and Baishakhi Ray. 2021. Deep learning based vulnerability detection: Are we there yet. IEEE Transactions on Software Engineering (2021).

3. Sydney Coffaro. 2023. Attackers, Take the Wheel: API Vulnerabilities Found in 16 CAR Brands. https://www.threatx.com/blog/attackers-take-the-wheel-api-vulnerabilities-found-in-16-car-brands/. Last access on January 31th, 2024.

4. A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries

5. OWASP Foundation. 2024. Source Code Analysis Tools by OWASP. https://owasp.org/www-community/Source_Code_Analysis_Tools/. Last access on: February 3rd, 2024.

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