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

Nonfiction, Science & Nature, Mathematics, Logic, Computers, Advanced Computing, Information Technology, General Computing
Cover of the book Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks by Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum, Springer Singapore
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Author: Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum ISBN: 9789811074677
Publisher: Springer Singapore Publication: January 31, 2018
Imprint: Springer Language: English
Author: Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum
ISBN: 9789811074677
Publisher: Springer Singapore
Publication: January 31, 2018
Imprint: Springer
Language: English

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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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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