VulPathFinder, a GNN-based sink detector combined with backward slicing and path ranking, reports TLC up to 0.99 on SARD buffer overflow functions.
Slicelocator: Locating vulnerable statements with graph-based detectors.arXiv e-prints, pages arXiv–2401, 2024
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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.