Paper 2024/2020

Ring Ring! Who's There? A Privacy Preserving Mobile Number Search

Abstract

Private set intersection (PSI) allows any two parties (say client and server) to jointly compute the intersection of their sets without revealing anything else. Fully homomorphic encryption (FHE)-based PSI is a cryptographic solution to implement PSI-based protocols. Most FHE-based PSI protocols implement hash function approach and oblivious transfer approach. The main limitations of their protocols are 1) high communication complexity, that is, $O(xlogy)$ (where $x$ is total number of elements on client side, and $y$ is total number of elements on server side), and 2) high memory usage due to SIMD packing for encrypting large digit numbers. In this work, we design a novel tree-based approach to store the large digit numbers that achieves less communication complexity, that is, $O(|d|^{2})$ (where $d$ is digits of a mobile number). Later we implement our protocol using Tenseal library. Our designed protocol opens the door to find the common elements with less communication complexity and less memory usage.