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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. In pa...

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Bibliographic Details
Main Authors: Vempaty, Aditya, Kailkhura, Bhavya (Author), Varshney, Pramod K. (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2018, 2018
Edition:1st ed. 2018
Subjects:
Computer Communication Networks
Mathematical Statistics
Coding And Information Theory
Coding Theory
Computer Science / Mathematics
Probability And Statistics In Computer Science
Computer Networks 
Signal, Speech And Image Processing
Data Protection
Information Theory
Telecommunication
Communications Engineering, Networks
Data And Information Security
Signal Processing
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1 Introduction
  • Chapter 2 Conventional Inference theories
  • Chapter 3 Distributed Detection in Networks
  • Chapter 4 Distributed Estimation and Target Localization
  • Chapter 5 Distributed Classification and Target Tracking
  • Chapter 6 New Research Directions Discussion and conclusions

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