On Architecting Fully Homomorphic Encryption-Based Computing Systems

Agrawal, Rashmi, Joshi, Ajay

On Architecting Fully Homomorphic Encryption-Based Computing Systems
  • 出版商: Springer
  • 出版日期: 2024-07-26
  • 售價: $2,180
  • 貴賓價: 9.5 折 $2,071
  • 語言: 英文
  • 頁數: 76
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031317564
  • ISBN-13: 9783031317569

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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.

作者簡介

Rashmi Agrawal received her M.S. degree in Computer Engineering from Boston University, Boston, USA in 2017. She is currently a Ph.D. candidate in ECE department at Boston University. She is a member of the Integrated Circuits and System Group (ICSG) and is advised by Prof. Ajay Joshi. She received best paper awards at GLVLSI 2020 and ICCD 2020. Her research interests include designing efficient architectures and co-processors for post-quantum cryptography and hardware acceleration of privacy-preserving computing using fully homomorphic encryption.

Ajay Joshi received PhD from Georgia Institute of Technology in 2006. He was a Post-Doctoral Researcher at Massachusetts Institute of Technology from 2006 to 2009 and a Visiting Research Scientist at Google from 2017 to 2018. He is currently a Professor with the Department of Electrical and Computer Engineering (ECE) at Boston University (BU). He received the Google Faculty Research Award 2018 and 2019, Best Paper Award at ASIACCS 2018, the BU ECE's award for Teaching Excellence in 2014, and NSF CAREER award in 2012. Broadly, his research interests include computer architecture, security, digital VLSI, and silicon photonics.

作者簡介(中文翻譯)

Rashmi Agrawal於2017年在美國波士頓大學獲得計算機工程碩士學位。她目前是波士頓大學電子與計算機工程系的博士候選人。她是集成電路與系統組（ICSG）的成員，並由Ajay Joshi教授指導。她在GLVLSI 2020和ICCD 2020獲得最佳論文獎。她的研究興趣包括為後量子密碼學設計高效的架構和協處理器，以及使用完全同態加密進行隱私保護計算的硬體加速。

Ajay Joshi於2006年在喬治亞理工學院獲得博士學位。他在2006年至2009年間擔任麻省理工學院的博士後研究員，並在2017年至2018年間擔任Google的訪問研究科學家。他目前是波士頓大學（BU）電子與計算機工程系的教授。他於2018年和2019年獲得Google教職員研究獎，2018年ASIACCS最佳論文獎，2014年BU ECE教學卓越獎，以及2012年NSF CAREER獎。廣義上，他的研究興趣包括計算機架構、安全性、數位VLSI和矽光子學。

類似商品