2 papers
cs.IT2024
Quantifying Privacy via Information Density
Leonhard Grosse, Sara Saeidian, Parastoo Sadeghi +2
We examine the relationship between privacy metrics that utilize information density to measure information leakage between a private and a disclosed random variable. Firstly, we p…
cs.IT2023
Pointwise Maximal Leakage on General Alphabets
Sara Saeidian, Giulia Cervia, Tobias J. Oechtering +1
Pointwise maximal leakage (PML) is an operationally meaningful privacy measure that quantifies the amount of information leaking about a secret to a single outcome of a related…