Advances in Cyber Security and Intelligent Analytics

Chapter 8Machine-learning approach for detecting cyberattacks in Medical Internet of Things

Thulasi M. Santhi and M. C. Helen Mary

DOI: 10.1201/9781003269144-8

CONTENTS

• 8.1 Introduction

• 8.2 Medical Internet of Things (IoMT)

  • 8.2.1 Architecture of Medical Internet of Things (IoMT)

  • 8.2.2 Necessity and advantages of IoMT

• 8.3 Privacy and cyber security issues on IoMT

  • 8.3.1 Types of cyberattacks

    • 8.3.1.1 Denial of Service (DoS) attack

    • 8.3.1.2 Distributed Denial of Service (DDoS) attack

    • 8.3.1.3 Man in the middle attack

    • 8.3.1.4 Bad data injection attack

    • 8.3.1.5 Replay attack

  • 8.3.2 Advanced encryption standard (AES) technique

    • 8.3.2.1 Encryption and decryption algorithm

• 8.4 Neural network-based attack detection

• 8.5 Conclusion

• References