On Architecting Fully Homomorphic Encryption-based Computing Systems (Synthesis Lectures on Computer Architecture)
On Architecting Fully Homomorphic Encryption-based Computing Systems (Synthesis Lectures on Computer Architecture) by Rashmi Agrawal, Ajay Joshi
English | July 25, 2023 | ISBN: 303131753X | 87 pages | MOBI | 8.00 Mb
English | July 25, 2023 | ISBN: 303131753X | 87 pages | MOBI | 8.00 Mb
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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