Distributed Hypothesis Testing with Privacy Constraints
Distributed Hypothesis Testing with Privacy Constraints
We revisit the hypothesis testing with communication constraints problem, also called distributed hypothesis testing, from the viewpoint of privacy. Instead of observing the raw data directly, the transmitter observes a sanitized or randomized version of it. We impose an upper bound on the mutual information between the raw and randomized …