Pre-Model Representation Failures in GNN-Based Smart Contract Vulnerability Detection

Birindwa Prisca Hondi, Chinoso Philip Nwishienyi, Charity Wanja Mwaura +2

This paper is a failure analysis of the representation layer underlying GNN-based smart contract vulnerability detectors. These systems convert source code into graphs before any l…