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10. PLC Availability Scheme

  • 2024
  • OriginalPaper
  • Chapter
Published in:
Authors
Javier Hernandez Fernandez
Aymen Omri
Roberto Di Pietro
Published in
Physical Layer Security in Power Line Communications
Publisher
Springer Nature Switzerland

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Abstract

This chapter delves into the critical issue of Denial of Service (DoS) attacks, particularly jamming, in Power Line Communication (PLC) networks. Traditional detection methods, relying on metrics like Signal-to-Noise Ratio (SNR) and Bit-Error Rate (BER), are often ineffective. The chapter introduces an innovative technique that transforms physical layer information (I-Q samples) into images, which are then processed by Convolutional Neural Networks (CNN) to detect potential jamming attacks. This approach, utilizing a Residual Network (ResNet-18), demonstrates superior performance in detecting jamming signals even at distances where traditional methods fail. The chapter also discusses the implications of jamming attacks on critical infrastructures and highlights the need for advanced detection techniques to ensure the reliability and security of PLC systems.
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previous chapter PLC Network Integrity Solution
next chapter Conclusions
Title
PLC Availability Scheme
Authors
Javier Hernandez Fernandez
Aymen Omri
Roberto Di Pietro
Copyright Year
2024
Book
Physical Layer Security in Power Line Communications

Print ISBN: 978-3-031-57348-4

Electronic ISBN: 978-3-031-57349-1

Copyright Year: 2024

DOI
https://doi.org/10.1007/978-3-031-57349-1_10
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