Malicious Attack Propagation and Source Identification

Malicious Attack Propagation and Source Identification by Jiaojiao Jiang, Sheng Wen, Bo Liu, Shui Yu, Yang Xiang, Wanlei Zhou.

This book covers and makes four major contributions: 1) analyzing and surveying the pros and cons of current approaches for identifying rumor sources on complex networks; 2) proposing a novel approach to identify rumor sources in time-varying networks; 3) developing a fast approach to identify multi...

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Bibliographic Details
Main Authors: Jiang, Jiaojiao (Author), Wen, Sheng (Author), Liu, Bo (Author), Yu, Shui (Author), Xiang, Yang (Author), Zhou, Wanlei (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Advances in Information Security, 73
Springer eBook Collection.
Subjects:
Data protection.
Computer communication systems.
Electrical engineering.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 1 Introduction
  • 2 Preliminary of Modeling Malicious Attack Propagation
  • 3 User Influence in the Propagation of Malicious Attacks
  • 4 Restrain Malicious Attack Propagation
  • 5 Preliminary of Identifying Propagation Sources
  • 6 Source Identification Under Complete Observations: A Maximum Likelihood (ML) Source Estimator
  • 7 Source Identification Under Snapshots: A Sample Path Based Source Estimator
  • 8 Source Identification Under Sensor Observations: A Gaussian Source Estimator
  • 9 Comparative Study and Numerical Analysis
  • 10 Identifying Propagation Source in Time-varying Networks
  • 11 Identifying Multiple Propagation Sources
  • 12 Identifying Propagation Source in Large-scale Networks
  • 13 Future Directions and Conclusion.

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