Privacy-preserving Deep Learning A Comprehensive Survey - Kwangjo Kim

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Privacy-preserving Deep Learning A Comprehensive Survey - Kwangjo Kim

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Privacy-preserving Deep Learning A Comprehensive Survey - Kwangjo Kim

This Book Discusses The State-of-the-art In Privacy-preserving Deep Learning (ppdl), Especially As A Tool For Machine Learning As A Service (mlaas), Which Serves As An Enabling Technology By Combining Classical Privacy-preserving And Cryptographic Protocols With Deep Learning. Google And Microsoft Announced A Major Investment In Ppdl In Early 2019. This Was Followed By Google's Infamous Announcement Of Private Join And Compute, An Open Source Ppdl Tools Based On Secure Multi-party Computation (secure Mpc) And Homomorphic Encryption (he) In June Of That Year.
  • 品牌: Unbranded
  • 类别: 计算机与互联网
  • 语言: English
  • 作者: Kwangjo Kim
  • 出版日期: 2021-07-23
  • 页数: 90
  • 出版社/标签: Springer Nature B.V
  • 格式: Paperback
  • Fruugo ID: 469789788-983744713
  • ISBN: 9789811637636
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