On architecting fully homomorphic encryption-based computing systems /
"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 FHEs ability to compute on encrypted data, it is a promising solutio...
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Main Authors: | |
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Group Author: | |
Published: |
Springer Nature Switzerland AG,
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Publisher Address: | Cham, Switzerland : |
Publication Dates: | [2023] |
Literature type: | Book |
Language: | English |
Series: |
Synthesis lectures on computer architecture,
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Subjects: | |
Summary: |
"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 FHEs 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." -- |
Carrier Form: | xi, 76 pages : illustrations ; 25 cm. |
Bibliography: | Includes bibliographical references. |
ISBN: |
9783031317538 303131753X |
Index Number: | QA76 |
CLC: | TP309.7 |
Call Number: | TP309.7/A277 |