Publications (dblp)

Membership Inference Attacks against Machine Learning Models.
Reza Shokri, Marco Stronati, Congzheng Song, Vitaly Shmatikov.
IEEE Symposium on Security and Privacy, Oakland, S&P’17.
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Designing Location Privacy Mechanisms for flexibility over time and space.
Marco Stronati.
PhD Thesis, Ecole Polytechnique, France. 25 September 2015.
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Constructing elastic distinguishability metrics for location privacy.
Konstantinos Chatzikokolakis, Catuscia Palamidessi, Marco Stronati.
Privacy Enhancing Technologies Symposium, PETS’15.
PDF slides code

Geo-indistinguishability: A Principled Approach to Location Privacy.
Konstantinos Chatzikokolakis, Catuscia Palamidessi, Marco Stronati.
International Conference on Distributed Computing and Internet Technology, ICDCIT’15.

A Predictive Differentially-Private Mechanism for Mobility Traces.
Konstantinos Chatzikokolakis, Catuscia Palamidessi, Marco Stronati.
Privacy Enhancing Technologies Symposium, PETS’14.
PDF slides

Differential privacy for relational algebra: improving the sensitivity bounds via constraint systems.
Catuscia Palamidessi, Marco Stronati.
International workshop on Quantitative Aspect of Programming Languages, QAPL’12.
PDF slides