Efficient Encrypted Inference on Ensembles of Decision Trees

Kanthi Sarpatwar, Karthik Nandakumar, Nalini Ratha +4

Data privacy concerns often prevent the use of cloud-based machine learning services for sensitive personal data. While homomorphic encryption (HE) offers a potential solution by e…