International Association for Cryptologic Research

International Association
for Cryptologic Research

CryptoDB

Haris Mughees

Publications and invited talks

Year
Venue
Title
2025
RWC
Apple’s Real World Deployment of Homomorphic Encryption at Scale
The primary objective of this talk is to report to the community about Apple’s successful real-world deployment of efficient Homomorphic Encryption (HE) systems while overcoming key challenges encountered at this scale. Specifically, this talk will walk through the details on Apple’s implementation of HE, Private Information Retrieval (PIR) and Private Nearest Neighbor Search (PNNS) in features such as Photos, Safari, Mail, and the Phone app, addressing key optimizations applied to the algorithms and end-to-end system design.