29 citations · 59 across the 15 of their papers we have counts for
3 papers · 1 filter
Quantifying Membership Privacy via Information Leakage
Sara Saeidian, Giulia Cervia, Tobias J. Oechtering +1
Machine learning models are known to memorize the unique properties of individual data points in a training set. This memorization capability can be exploited by several types of a…
Secure Strong Coordination
Giulia Cervia, German Bassi, Mikael Skoglund
We consider a network of two nodes separated by a noisy channel, in which the source and its reconstruction have to be strongly coordinated, while simultaneously satisfying the str…
Remote Joint Strong Coordination and Reliable Communication
Giulia Cervia, Tobias J. Oechtering, Mikael Skoglund
We consider a three-node network, in which two agents wish to communicate over a noisy channel, while controlling the distribution observed by a third external agent. We use strong…