7 citations · 14 across the 6 of their papers we have counts for
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cs.CR2021★ 3 cited
On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models
Yunhao Yang, Parham Gohari, Ufuk Topcu
We study the privacy implications of training recurrent neural networks (RNNs) with sensitive training datasets. Considering membership inference attacks (MIAs), which aim to infer…
cs.CR2019
The Dirichlet Mechanism for Differential Privacy on the Unit Simplex
Parham Gohari, Bo Wu, Matthew Hale +1
As members of a network share more information with each other and network providers, sensitive data leakage raises privacy concerns. To address this need for a class of problems,…