Private measurement of nonlinear correlations between data hosted across multiple parties

Praneeth Vepakomma, Subha Nawer Pushpita, Ramesh Raskar

We introduce a differentially private method to measure nonlinear correlations between sensitive data hosted across two entities. We provide utility guarantees of our private estim…