Siam Hussain's research while affiliated with University of California, San Diego and other places

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Publication (1)

HappyKidz: Privacy Preserving Phone Usage Tracking
Chapter
  • May 2021
We propose a smartphone app named HappyKidz that allows parents to monitor their child’s well-being in a non-invasive way based on measurable behavioral indicators. The app collects behavioral data on smartphone usage, encrypts them with homomorphic encryption, and sends the encrypted data to a server. The server calculates a well-being score for t...

Citations

... A particularly interesting application area is to enable machine learning to be done on data while it is secured by encryption. Some work in this direction of implementing machine learning and deep neural nets using homomorphic encryption has been done as in [1,2,3,5]. ...
Reference: Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks