notesum.ai

Published at November 10

LProtector: An LLM-driven Vulnerability Detection System

cs.CR

cs.AI

Released Date: November 10, 2024

Authors: Ze Sheng¹, Fenghua Wu², Xiangwu Zuo³, Chao Li⁴, Yuxin Qiao⁵

Aff.: ¹University of Pennsylvania; ²University of Electronic Science & Technology of China; ³Texas A&M University; ⁴Georgetown University; ⁵Northern Arizona University

Arxiv: http://arxiv.org/abs/2411.06493v1

Baseline	Metrics (%)
Baseline	Accuracy	Precision	Recall	F1 Score
VulDeePecker	81.19	38.44	12.75	19.15
Reveal	87.14	17.22	34.04	22.87
LProtector	89.68	30.52	38.07	33.49