17 citations · 21 across the 3 of their papers we have counts for
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cs.CR2021★ 1 cited
On the privacy-utility trade-off in differentially private hierarchical text classification
Dominik Wunderlich, Daniel Bernau, Francesco Aldà +2
Hierarchical text classification consists in classifying text documents into a hierarchy of classes and sub-classes. Although artificial neural networks have proved useful to perfo…
cs.CR2017
Computational Differential Privacy from Lattice-based Cryptography
Filipp Valovich, Francesco Aldà
The emerging technologies for large scale data analysis raise new challenges to the security and privacy of sensitive user data. In this work we investigate the problem of private…
cs.CR2015★ 3 cited
Private Stream Aggregation Revisited
Filipp Valovich, Francesco Aldà
In this work, we investigate the problem of private statistical analysis in the distributed and semi-honest setting. In particular, we study properties of Private Stream Aggregatio…