secureTF: A Secure TensorFlow Framework

Understand

Data-driven intelligent applications in modern online services have become ubiquitous.

• These applications are usually hosted in the untrusted cloud computing infrastructure.
• This poses significant security risks since these applications rely on applying machine learning algorithms on large datasets which may contain private and sensitive information.
• To tackle this challenge, we designed secureTF, a distributed secure machine learning framework based on Tensorflow for the untrusted cloud infrastructure.