Data Disclosure with Non-zero Leakage and Non-invertible Leakage Matrix

Amirreza Zamani, Tobias J. Oechtering, Mikael Skoglund

We study a statistical signal processing privacy problem, where an agent observes useful data $Y$ and wants to reveal the information to a user. Since the useful data is correlated…