Shredder: Learning Noise Distributions to Protect Inference Privacy

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani +2

A wide variety of deep neural applications increasingly rely on the cloud to perform their compute-heavy inference. This common practice requires sending private and privileged dat…