Essays about: "Dominik Fay"

Found 1 essay containing the words Dominik Fay.

  1. 1. Membership Privacy in Neural Networks for Medical Image Segmentation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Dominik Fay; [2019]
    Keywords : ;

    Abstract : Neural networks are known to memorize parts of their training set. Therefore, whenever sensitive information is involved, releasing a trained network may constitute a privacy breach. In this thesis, we use differential privacy to train neural networks that provably protect the identity of participants. READ MORE