Advanced Security Framework for 6G Networks: Integrating Deep Learning and Physical Layer Security

Advanced Security Framework for 6G Networks: Integrating Deep Learning and Physical Layer Security

This paper presents an advanced framework for securing 6G communication by integrating deep learning and physical layer security (PLS). The proposed model incorporates multi-stage detection mechanisms to enhance security against various attacks on the 6G air interface. Deep neural networks and a hyb...

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Bibliographic Details
Main Authors: Haitham Mahmoud, Tawfik Ismail, Tobi Baiyekusi, Moad Idrissi
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Network
Subjects:
physical layer security
6G privacy
multi-stage detection
anomaly detection
machine learning
Online Access:https://www.mdpi.com/2673-8732/4/4/23
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