VulPathFinder, a GNN-based sink detector combined with backward slicing and path ranking, reports TLC up to 0.99 on SARD buffer overflow functions.
Sysevr: A framework for using deep learning to detect soft- ware vulnerabilities.IEEE Transactions on De- pendable and Secure Computing,19(4):2244–2258, 2021
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code
VulPathFinder, a GNN-based sink detector combined with backward slicing and path ranking, reports TLC up to 0.99 on SARD buffer overflow functions.