RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization

Ce Feng, Parv Venkitasubramaniam

The rise of IoT devices has prompted the demand for deploying machine learning at-the-edge with real-time, efficient, and secure data processing. In this context, implementing mach…