Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali +3

When receiving machine learning services from the cloud, the provider does not need to receive all features; in fact, only a subset of the features are necessary for the target pre…