SoK of Machine Learning and Deep Learning Based Anomaly Detection Methods for Automatic Dependent Surveillance- Broadcast

SoK of Machine Learning and Deep Learning Based Anomaly Detection Methods for Automatic Dependent Surveillance- Broadcast

This paper focuses on the vulnerabilities of ADS-B, one of the avionics systems, and the countermeasures taken against these vulnerabilities proposed in the literature. Among the proposed countermeasures against the vulnerabilities of ADS-B, anomaly detection methods based on machine learning and de...

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Bibliographic Details
Main Authors: Nursah Cevik, Sedat Akleylek
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
ADS-B
anomaly based intrusion detection system
anomaly detection system
cyber security
avionics security
deep learning
Online Access:https://ieeexplore.ieee.org/document/10443932/

Internet

https://ieeexplore.ieee.org/document/10443932/

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