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

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

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.

Details

Published by: Springer

Publication Date: 2018-02-12

Format: Hardcover

ISBN-13: 9789811074660

DOI: 10.1007/978-981-10-7467-7

Dimensions: 235cm x155cm

Pages: 139