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

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 Vital Source e-bog

Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu og Surraya Khanum
(2018)
Springer Nature
498,00 kr.
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Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks

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

Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu og Surraya Khanum
(2018)
Sprog: Engelsk
Springer
878,00 kr.
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Detaljer om varen

  • Vital Source searchable e-book (Reflowable pages)
  • Udgiver: Springer Nature (Januar 2018)
  • Forfattere: Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu og Surraya Khanum
  • ISBN: 9789811074677
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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Detaljer om varen

  • Hardback
  • Udgiver: Springer (Februar 2018)
  • Forfattere: Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu og Surraya Khanum
  • ISBN: 9789811074660

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.

Introduction.- Background.- Abnormality IdentiFication and ConFirmation System.- First-Order Abnormalities: Agent Transmission Optimization.- Cross-Layer IdentiFication and Transmission of Agent Using Fuzzy Logic.- Conclusions.
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