Fire Prevention SafetyNets

Fire Prevention SafetyNets

Fire Prevention SafetyNets

Fire Prevention SafetyNets

Fire Prevention SafetyNets

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

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 has performed inference correctly? A lazy cloud provider might use a simpler but less accurate model to reduce its own computational load, or worse, maliciously modify the inference results ...