Olivia P. Li

Graph neural network-based tail-risk pricing for cyber insurance against cyber-physical attacks in power systems

Abstract Cyber insurance transfers the residual cyber risk that remains after technical controls are installed, yet conventional pricing models rarely condition losses on grid topology, operating state, communication dependencies, and physical consequences. We develop a graph neural network (GNN) framework for pricing...