Chenkai Ding

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

Deep 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 need to send sensitive information to servers. In this paper, we focus on the scenario where clients want to classify private…