On Architecting Fully Homomorphic Encryption-based Computing Systems

Agrawal, Rashmi; Joshi, Ajay

ISBN 10: 3031317556 / ISBN 13: 9783031317552

Editore: Springer, 2023

In. Codice articolo ria9783031317552_new

Riassunto:

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.

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Titolo: On Architecting Fully Homomorphic ...
Casa editrice: Springer
Data di pubblicazione: 2023
Legatura: Brossura
Condizione: New