[Paper Contribution]: GRACE: Empowering LLM-based software vulnerability detection with graph structure and in-context learning

[ananyasaha173]

BibTex entry

@Article{Lu2024,
author = {Lu, Guilong and Ju, Xiaolin and Chen, Xiang and Pei, Wenlong and Cai, Zhilong},
title = {GRACE: Empowering LLM-based software vulnerability detection with graph structure and in-context learning},
year = {2024},
journal = {Journal of Systems and Software},
volume = {212},
doi = {10.1016/j.jss.2024.112031},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188809248&doi=10.1016%2fj.jss.2024.112031&partnerID=40&md5=0cb5ea51fcad90e53989e5f5cd1cf25f},
type = {Article},
publication_stage = {Final},
source = {Scopus},
note = {Cited by: 1}
}

Artifacts

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85188809248&doi=10.1016%2fj.jss.2024.112031&partnerID=40&md5=0cb5ea51fcad90e53989e5f5cd1cf25f

Tasks

Vulnerability Detection

Models

Devign
Reveal
Big-Vul