Enhancing aviation control security through ADS-B injection detection using ensemble meta-learning models with Explainable AI

Enhancing aviation control security through ADS-B injection detection using ensemble meta-learning models with Explainable AI

The increasing use of Automatic Dependent Surveillance-Broadcast (ADS-B) technology in flight control systems has created many serious concerns.These weaknesses threaten the security and safety of our aviation industry. Therefore, to enhance aviation control security and better deal with these probl...

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Bibliographic Details
Main Authors: Vajratiya Vajrobol, Geetika Jain Saxena, Sanjeev Singh, Amit Pundir, Brij B. Gupta, Akshat Gaurav, Kwok Tai Chui
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Alexandria Engineering Journal
Subjects:
ADS-B injection
Cyber-attacks
Aviation
Explainable AI
Ensemble Learning
Meta-Learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824011980
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