Kevin Chan

Topological Effects on Attacks Against Vertex Classification

2020 · arXiv (Cornell University)

Vertex classification is vulnerable to perturbations of both graph topology and vertex attributes, as shown in recent research. As in other machine learning domains, concerns about robustness to adversarial manipulation can prevent potential users from …