Quantitative Approaches to Information Protection

International audienceIn this talk, we revise the main recent approaches which have been proposed to quantify and reason about leakage. Furthermore, we study the relation with differential privacy. Finally, we consider a generalization of differential privacy, which can be naturally applied to protect sensitive information also in domains other than databases