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

• Author(s): Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum,
• Publisher: Springer
• Pages: 139
• ISBN_10: 9811074674
  ISBN_13: 9789811074677
  
• Language: en
• Categories: Computers / Information Technology , Mathematics / Logic , Computers / Programming / Mobile Devices , Computers / System Administration / Storage & Retrieval , Computers / Software Development & Engineering / General , Mathematics / Discrete Mathematics ,

Description:...

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.