66 citations · 275 across the 22 of their papers we have counts for
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cs.LG2019★ 12 cited
Locally Differentially Private Naive Bayes Classification
Emre Yilmaz, Mohammad Al-Rubaie, J. Morris Chang
In machine learning, classification models need to be trained in order to predict class labels. When the training data contains personal information about individuals, collecting t…
cs.CR2019★ 45 cited
AutoGAN-based Dimension Reduction for Privacy Preservation
Hung Nguyen, Di Zhuang, Pei-Yuan Wu +1
Protecting sensitive information against data exploiting attacks is an emerging research area in data mining. Over the past, several different methods have been introduced to prote…