43 citations · 95 across the 24 of their papers we have counts for
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cs.CR2018★ 31 cited
Differentially Private Data Generative Models
Qingrong Chen, Chong Xiang, Minhui Xue +4
Deep neural networks (DNNs) have recently been widely adopted in various applications, and such success is largely due to a combination of algorithmic breakthroughs, computation re…
cs.CR2018
Private Continual Release of Real-Valued Data Streams
Victor Perrier, Hassan Jameel Asghar, Dali Kaafar
We present a differentially private mechanism to display statistics (e.g., the moving average) of a stream of real valued observations where the bound on each observation is either…