FHE Similarity Scores

Fully Homomorphic Encryption (FHE) is a powerful tool for privacy-preserving computation. This repository contains code for computing similarity scores between two sets of data using FHE schemes.

Algorithms

  • Kullback-Leibler Divergence (KLD)
  • Bhattacharyya Coefficient (BC)
  • Cramer-von Mises Distance (CvM)

Libraries

bhattacharyya
Bhattacharyya Coefficient
cramer
Cramer's Distance
kld
Kullback-Leibler Divergence