Tianyu Gu

SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud

2017 · arXiv (Cornell University)

Inference using deep neural networks is often outsourced to the cloud since it is a computationally demanding task. However, this raises a fundamental issue of trust. How can a client be sure that the cloud …