Private independence testing across two parties

Praneeth Vepakomma, Mohammad Mohammadi Amiri, Clément L. Canonne +2

We introduce $\pi$-test, a privacy-preserving algorithm for testing statistical independence between data distributed across multiple parties. Our algorithm relies on privately estim…