Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning

Rakshit Naidu, Harshita Diddee, Ajinkya Mulay +3

In recent years, machine learning techniques utilizing large-scale datasets have achieved remarkable performance. Differential privacy, by means of adding noise, provides strong pr…