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

Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum

  • 出版商: Springer
  • 出版日期: 2018-02-02
  • 售價: $3,607
  • 貴賓價: 9.5$3,427
  • 語言: 英文
  • 頁數: 139
  • 裝訂: Hardcover
  • ISBN: 9811074666
  • ISBN-13: 9789811074660
  • 相關分類: Sensor 感測器

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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.