Dataset for "A Comparative Study of GNN-based and LLM Techniques for Detecting Software Vulnerabilities"
收藏Zenodo2026-05-19 更新2026-05-26 收录
下载链接：
https://zenodo.org/doi/10.5281/zenodo.20281919
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资源简介：
A Comparative Study of GNN-based and LLM Techniques for Detecting Software Vulnerabilities
datasets
Contains test and train splits from 3 different datasets:
BigVul
MegaVul
ProjectKB
results
Contains merged results from the GNN-based, the LLM-based, the combined methods, and the manual evaluation:
line level results
for all test records and all methods
for manually evaluated records and methods
aggregated results
for all test records and all methods
per cwe for selected methods
barcharts to visualize manual evalutation results
Interpretation of ground_truth and method columns in line level results:
0 means secure
1 means vulnerable
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Zenodo创建时间：
2026-05-19
