Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics

Xi Wu 0001, Fengan Li, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton. Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. In Semih Salihoglu, Wenchao Zhou, Rada Chirkova, Jun Yang 0001, Dan Suciu, editors, Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017. pages 1307-1322, ACM, 2017. [doi]

Abstract

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