Litcius/Paper detail

Federated learning and privacy

Kallista Bonawitz, Peter Kairouz, Brendan McMahan, Daniel Ramage

2022Communications of the ACM38 citationsDOIOpen Access PDF

Abstract

Building privacy-preserving systems for machine learning and data science on decentralized data.

Topics & Concepts

Computer scienceInformation privacyPrivacy by DesignInternet privacyComputer securityPrivacy policyData sciencePrivacy-Preserving Technologies in DataCryptography and Data SecurityBlockchain Technology Applications and Security