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Secure Networked Inference with Unreliable Data Sources

af Pramod K. Varshney, Aditya Vempaty, Bhavya Kailkhura
Secure Networked Inference with Unreliable Data Sources af Pramod K. Varshney
Bag om Secure Networked Inference with Unreliable Data Sources

The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9789811323119
  • Indbinding:
  • Hardback
  • Sideantal:
  • 208
  • Udgivet:
  • 14. september 2018
  • Udgave:
  • 12018
  • Vægt:
  • 506 g.
  • 8-11 hverdage.
  • 7. december 2024

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The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures.

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