2026
Differential Privacy of Network Parameters from a System Identification Perspective
ICASSP 2026poster
This paper addresses the problem of protecting network information from privacy system identification (SI) attacks when sharing cyber-physical system simulations. We model analyst observations of networked states as time-series outputs of a graph filter driven by differentially private (DP) nodal ex…