6 citations · 9 across the 3 of their papers we have counts for
3 papers
Feature importance scores and lossless feature pruning using Banzhaf power indices
Bogdan Kulynych, Carmela Troncoso
Understanding the influence of features in machine learning is crucial to interpreting models and selecting the best features for classification. In this work we propose the use of…
Is Geo-Indistinguishability What You Are Looking for?
Simon Oya, Carmela Troncoso, Fernando Pérez-González
Since its proposal in 2013, geo-indistinguishability has been consolidated as a formal notion of location privacy, generating a rich body of literature building on this idea. A pro…
Knock Knock, Who's There? Membership Inference on Aggregate Location Data
Apostolos Pyrgelis, Carmela Troncoso, Emiliano De Cristofaro
Aggregate location data is often used to support smart services and applications, e.g., generating live traffic maps or predicting visits to businesses. In this paper, we present t…