Synthesis Lectures on Computer Architecture

Agrawal, Rashmi; Joshi, Ajay

This book provides an introduction to the key concepts of Fully Homomorphic Encryption (FHE)-based computing, and discusses the challenges associated with architecting FHE-based computing systems. Readers will see that due to FHE’s ability to compute on encrypted data, it is a promising solution to address privacy concerns arising from cloud-based services commonly used for a variety of applications including healthcare, financial, transportation, and weather forecasting. This book explains the fundamentals of the FHE operations and then presents an architectural analysis of the FHE-based computing. The authors also highlight challenges associated with accelerating FHE on various commodity platforms and argue that the FPGA platform provides a sweet spot in making privacy-preserving computing plausible.

Details

Published by: Springer

Publication Date: 2024-07-26

Format: Paperback

ISBN-13: 9783031317569

DOI: 10.1007/978-3-031-31754-5

Dimensions: 240cm x168cm

Pages: 76