CVPL: A Geometric Framework for Post-Hoc Linkage Risk Assessment in Protected Tabular Data

Valery Khvatov, Alexey Neyman

Formal privacy metrics provide compliance-oriented guarantees but often fail to quantify actual linkability in released datasets. We introduce CVPL (Cluster-Vector-Projection Linka…