Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks

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  • Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks Book Detail

  • Author : Muhammad Usman
  • Release Date : 2018-01-31
  • Publisher : Springer
  • Genre : Computers
  • Pages : 154
  • ISBN 13 : 9811074674
  • File Size : 33,33 MB

Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks by Muhammad Usman PDF Summary

Book Description: This book presents the latest developments regarding a detailed mobile agent-enabled anomaly detection and verification system for resource constrained sensor networks; a number of algorithms on multi-aspect anomaly detection in sensor networks; several algorithms on mobile agent transmission optimization in resource constrained sensor networks; an algorithm on mobile agent-enabled in situ verification of anomalous sensor nodes; a detailed Petri Net-based formal modeling and analysis of the proposed system, and an algorithm on fuzzy logic-based cross-layer anomaly detection and mobile agent transmission optimization. As such, it offers a comprehensive text for interested readers from academia and industry alike.

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Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to det