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The Discrete Gaussian for Differential Privacy

A key tool for building differentially private systems is adding Gaussian noise to the output of a function evaluated on a sensitive dataset. Unfortunately, using a continuous distribution presents several practical challenges. First and foremost, finite computers cannot exactly represent samples f...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Clement Canonne, Gautam Kamath, Thomas Steinke
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Labor Dynamics Institute 2022-07-01
Rangatū:The Journal of Privacy and Confidentiality
Ngā marau:
Urunga tuihono:http://www.journalprivacyconfidentiality.org/index.php/jpc/article/view/784
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