A GAN-based intrusion detection model for 5G enabled future metaverse

S Ding, L Kou, T Wu - Mobile Networks and Applications, 2022 - Springer
Metaverse is a future virtual reality technology, and Internet of Things (Iot) is one of its
important components. For the metaverse security problem under the future 5G mobile …

[HTML][HTML] Metaverse-IDS: Deep learning-based intrusion detection system for Metaverse-IoT networks

T Gaber, JB Awotunde, M Torky, SA Ajagbe… - Internet of Things, 2023 - Elsevier
Combining the metaverse and the Internet of Things (IoT) will lead to the development of
diverse, virtual, and more advanced networks in the future. The integration of IoT networks …

MetaCIDS: Privacy-preserving collaborative intrusion detection for metaverse based on blockchain and online federated learning

VT Truong, LB Le - IEEE Open Journal of the Computer Society, 2023 - ieeexplore.ieee.org
Metaverse is expected to rely on massive Internet of Things (IoT) connections so it inherits
various security threats from the IoT network and also faces other sophisticated attacks …

Detecting cyberthreats in Metaverse learning platforms using an explainable DNN

EC Nkoro, CI Nwakanma, JM Lee, DS Kim - Internet of Things, 2024 - Elsevier
The rapid integration of the Internet of Artificial Intelligence and Internet of Things (AI-IoT)
technologies has given rise to a pivotal element of the upcoming digital era, the Metaverse …

Security for the Metaverse: Blockchain and Machine Learning techniques for intrusion detection

VT Truong, LB Le - IEEE Network, 2024 - ieeexplore.ieee.org
Considered to be the next-generation (NextG) Internet, the Metaverse faces various security
risks inherited from its predecessor and new specialized threats. It is even more challenging …

Communication security analysis of intelligent transportation system using 5G Internet of Things from the perspective of big data

Y He, M Kong, C Du, D Yao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The transportation system has entered the era of 5G intelligent Internet of things (IoT), which
can realize the comprehensive monitoring, perception, and intelligent decision-making of …

Intrusion detection system on IoT with 5G network using deep learning

N Yadav, S Pande, A Khamparia… - … and Mobile Computing, 2022 - Wiley Online Library
The Internet of Things (IoT) cyberattacks of fully integrated servers, applications, and
communications networks are increasing at exponential speed. As problems caused by the …

An efficient deep learning model for intrusion classification and prediction in 5G and IoT networks

S Rezvy, Y Luo, M Petridis, A Lasebae… - 2019 53rd Annual …, 2019 - ieeexplore.ieee.org
A Network Intrusion Detection System is a critical component of every internet-connected
system due to likely attacks from both external and internal sources. Such Security systems …

6g-enabled consumer electronics device intrusion detection with federated meta-learning and digital twins in a meta-verse environment

S He, C Du, MS Hossain - IEEE Transactions on Consumer …, 2023 - ieeexplore.ieee.org
The widespread adoption of consumer electronics devices coupled with the emergence of
6G technology has led to the establishment of an extensive network of interconnected …

Deep transfer learning framework for the identification of malicious activities to combat cyberattack

D Singh, A Shukla, M Sajwan - Future Generation Computer Systems, 2021 - Elsevier
The people having a perpetrating mind and the facilitation in advanced technologies cause
the criminogenic activities in cyberspace, thereby creating societal problems. Darknet is an …