An Algebraic Topological Approach to Privacy: Numerical and Categorical Data

Alberto Speranzon, Shaunak D. Bopardikar

In this paper, we cast the classic problem of achieving k-anonymity for a given database as a problem in algebraic topology. Using techniques from this field of mathematics, we pro…