Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks
| By: | Muhammad Usman; Vallipuram Muthukkumarasamy; Xin-Wen Wu; Surraya Khanum |
| Publisher: | Springer Nature |
| Print ISBN: | 9789811074660 |
| eText ISBN: | 9789811074677 |
| Edition: | 0 |
| Copyright: | 2018 |
| Format: | Reflowable |
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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.