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On Architecting Fully Homomorphic Encryption-based Computing Systems [electronic resource] / by Rashmi Agrawal, Ajay Joshi.

By: Agrawal, Rashmi [author.].
Contributor(s): Joshi, Ajay [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Synthesis Lectures on Computer Architecture: Publisher: Cham : Springer International Publishing : Imprint: Springer, 2023Edition: 1st ed. 2023.Description: XI, 76 p. 17 illus., 16 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031317545.Subject(s): Electronic circuits | Computers | Embedded computer systems | Cooperating objects (Computer systems) | Electronic Circuits and Systems | Computer Hardware | Embedded Systems | Cyber-Physical SystemsAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 621.3815 Online resources: Click here to access online
Contents:
Introduction -- The CKKS FHE Scheme -- Architectural Analysis of CKKS Scheme -- Limits and opportunities for designing CKKS-based computing systems -- Summary and Future Perspectives.
In: Springer Nature eBookSummary: 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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Introduction -- The CKKS FHE Scheme -- Architectural Analysis of CKKS Scheme -- Limits and opportunities for designing CKKS-based computing systems -- Summary and Future Perspectives.

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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