A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network

A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network

Intrusion Detection Systems (IDSs) have played a crucial role in identifying cyber threats for a very long time. Still, their significance has increased significantly with the advent of 5G/6G technologies, particularly Device-to-Device (D2D) communication. Multiple cyberattacks, such as Man in the M...

Full description

Bibliographic Details
Main Authors: S. V. Jansi Rani, Iacovos I. Ioannou, Prabagarane Nagaradjane, Christophoros Christophorou, Vasos Vassiliou, Harshitaa Yarramsetti, Sai Shridhar, L. Mukund Balaji, Andreas Pitsillides
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
5G
D2D
D2D security
intrusion detection systems
multiple cyber attacks
hierarchical machine learning
Online Access:https://ieeexplore.ieee.org/document/10227259/

Internet

https://ieeexplore.ieee.org/document/10227259/

Similar Items