Alexander Benvenuti

Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism

2023

Stochastic matrices are commonly used to analyze Markov chains, but revealing them can leak sensitive information. Therefore, in this paper we introduce a technique to privatize stochastic matrices in a way that (i) conceals the …