311 citations · 601 across the 23 of their papers we have counts for
Showing 2018Show all
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cs.CR2018★ 14 cited
Differentially Private Continual Release of Graph Statistics
Shuang Song, Susan Little, Sanjay Mehta +2
Motivated by understanding the dynamics of sensitive social networks over time, we consider the problem of continual release of statistics in a network that arrives online, while p…
stat.ML2018★ 311 cited
Scalable Private Learning with PATE
Nicolas Papernot, Shuang Song, Ilya Mironov +3
The rapid adoption of machine learning has increased concerns about the privacy implications of machine learning models trained on sensitive data, such as medical records or other…