Utility Preserving Secure Private Data Release

28 January 2019

Papers citing "Utility Preserving Secure Private Data Release"

10 / 10 papers shown

Title
Protection Against Reconstruction and Its Applications in Private Federated Learning Abhishek Bhowmick John C. Duchi Julien Freudiger Gaurav Kapoor Ryan M. Rogers FedML 81 360 0 03 Dec 2018
Differentially Private Database Release via Kernel Mean Embeddings Matej Balog Ilya O. Tolstikhin Bernhard Schölkopf SyDa 121 38 0 04 Oct 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 249 4,135 0 18 Oct 2016
The Bernstein Mechanism: Function Release under Differential Privacy Francesco Aldà Benjamin I. P. Rubinstein 39 53 0 16 Jul 2015
Differentially Private Ordinary Least Squares Or Sheffet 41 116 0 09 Jul 2015
Differentially Private Linear Algebra in the Streaming Model Jalaj Upadhyay FedML 42 26 0 18 Sep 2014
Differentially Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds Raef Bassily Adam D. Smith Abhradeep Thakurta FedML 135 371 0 27 May 2014
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 128 1,487 0 01 Dec 2009
Differential Privacy with Compression Shuheng Zhou Katrina Ligett Larry A. Wasserman 145 65 0 10 Jan 2009
What Can We Learn Privately? S. Kasiviswanathan Homin K. Lee Kobbi Nissim Sofya Raskhodnikova Adam D. Smith 130 1,466 0 06 Mar 2008