Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories

Alperen Yildiz, Sin G Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil Mon Divakaran. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Authors

Dinil Mon Divakaran (ORCID: https://orcid.org/0000-0001-8706-432X)
Sin G. Teo (ORCID: https://orcid.org/0000-0003-1090-505X)
Alperen Yildiz (ORCID: https://orcid.org/0009-0004-9418-1451)
Chong Wang
Yiling Lou
Yebo Feng

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.acl-long.1490
Citations: 6
Primary Topic: Web Application Security Vulnerabilities
Type: article
Field-Weighted Citation Impact: 19.48

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article

Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories

Dinil Mon Divakaran, Sin G. Teo, Alperen Yildiz, Chong Wang et al.

Jan 1, 2025

6 citations

Web Application Security Vulnerabilities

19.48

article

Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories

Dinil Mon Divakaran, Sin G. Teo, Alperen Yildiz, Chong Wang, Yiling Lou, Yebo Feng

January 1, 2025article en

6 citations

Abstract

Peace, Justice and strong institutions

Openalex Percentile: Top 1%

Web Application Security Vulnerabilities

19.48

DOI Open Access PDF OpenAlex

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Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories — Dinil Mon Divakaran, Sin G. Teo, et al. · (2025) | TGRS Research Map | TGRS