FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions

Shaohua Li, Kaiping Xue, Chenkai Ding +4

Machine learning as a service has been widely deployed to utilize deep neural network models to provide prediction services. However, this raises privacy concerns since clients nee…