Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices

Released on by Adedayo Odesile
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  • Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices Book Detail

  • Author : Adedayo Odesile
  • Release Date : 2017
  • Publisher :
  • Genre : Embedded Internet devices
  • Pages : 64
  • ISBN 13 :
  • File Size : 75,75 MB
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Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices by Adedayo Odesile PDF Summary

Book Description: The advent of wearable and implantable devices have fostered recent advances in healthcare. Medical devices equipped with wireless connectivity to remote monitoring features are increasingly becoming connected to each other and the internet. Such smart and connected medical devices referred to as the Internet of Medical Things have enabled continuous real-time patient monitoring, increase in diagnostic accuracy, and effective treatment. Inspite of their numerous benefits, these devices open up newer attack surfaces thereby introducing multitude of security and privacy concerns. In this research, we design and develop a mobile agent based intrusion detection system to secure the network of connected medical devices. In particular, the proposed system is hierarchical, autonomous, and employs machine and regression algorithms to detect network level intrusions as well as anomalies in sensor data. Our simulation results reflect a relatively high detection accuracy with minimal resource overhead.

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