Automatic dependent surveillance-broadcast (ADS-B) anomalous messages and attack type detection: deep learning-based architecture

Automatic dependent surveillance-broadcast (ADS-B) anomalous messages and attack type detection: deep learning-based architecture

Automatic Dependent Surveillance-Broadcast (ADS-B) is a vital communication protocol within air traffic control (ATC) systems. Unlike traditional technologies, ADS-B utilizes the Global Positioning System (GPS) to deliver more accurate and precise location data while reducing operational and deploym...

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Bibliographic Details
Main Authors: Waqas Ahmed, Ammar Masood, Jawad Manzoor, Sedat Akleylek
Format: Article
Language:English
Published: PeerJ Inc. 2025-06-01
Series:PeerJ Computer Science
Subjects:
ADS-B
Intrusion detection system
DeepGBM
TabNet
NODE
Air traffic control
Online Access:https://peerj.com/articles/cs-2886.pdf
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https://peerj.com/articles/cs-2886.pdf

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