On Architecting Fully Homomorphic Encryption-based Computing Systems - Rashmi Agrawal,Ajay Joshi
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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 includi ... Full description
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Description
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.
More Information
| Author | Rashmi Agrawal, Ajay Joshi |
|---|---|
| Publisher | Springer Nature Switzerland |
| Series | Synthesis Lectures on Computer Architecture |
| Release year | 2023 |
| Cover type | Hardcover |
| EAN | 9783031317538 |