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

• Main Authors: Usman, Muhammad (Author, http://id.loc.gov/vocabulary/relators/aut), Muthukkumarasamy, Vallipuram (http://id.loc.gov/vocabulary/relators/aut), Wu, Xin-Wen (http://id.loc.gov/vocabulary/relators/aut), Khanum, Surraya (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Application software.; Mathematical logic.; Mobile computing.; Information Systems Applications (incl. Internet).; Mathematical Logic and Formal Languages.; Mobile Computing.
• Physical Description: XXI, 139 p. 40 illus., 12 illus. in color. online resource.
• ISBN: 9789811074677
• DOI: 10.1007/978-981-10-7467-7

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.