Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks
Author | : Muhammad Usman |
Publisher | : Springer |
Total Pages | : 154 |
Release | : 2018-01-31 |
ISBN-10 | : 9789811074677 |
ISBN-13 | : 9811074674 |
Rating | : 4/5 (77 Downloads) |
Book excerpt: 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.