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.LG2021★ 3 cited
Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners
Parham Gohari, Bo Chen, Bo Wu +2
Kickstarting deep reinforcement learning algorithms facilitate a teacher-student relationship among the agents and allow for a well-performing teacher to share demonstrations with…