Search Results for author: Ahmed Taha Elthakeb

Found 1 papers, 0 papers with code

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

no code implementations26 Mar 2020 Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean Tullsen, Hadi Esmaeilzadeh

We formulate this problem as a gradient-based perturbation maximization method that discovers this subset in the input feature space with respect to the functionality of the prediction model used by the provider.

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