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 …

MAGRU-IDS: A Multi-Head Attention-Based Gated Recurrent Unit for Intrusion Detection in IIoT Networks

S Ullah, W Boulila, A Koubaa, J Ahmad - IEEE Access, 2023 - ieeexplore.ieee.org
The increasing prevalence of the Industrial Internet of Things (IIoT) in industrial
environments amplifies the potential for security breaches and compromises. To monitor IIoT …

Explainable AI for Cyber-Physical Systems: Issues and Challenges

A Hoenig, K Roy, Y Acquaah, S Yi, S Desai - IEEE Access, 2024 - ieeexplore.ieee.org
Artificial intelligence and cyber-physical systems (CPS) are two of the key technologies of
the future that are enabling major global shifts. However, most of the current …

Actively Detecting Multiscale Flooding Attacks & Attack Volumes in Resource-Constrained ICPS

F Zahid, MMY Kuo, R Sinha, G Funchal… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The significant growth in modern communication technologies has led to an increase in zero-
day vulnerabilities that degrade the performance of industrial cyber-physical systems (ICPS) …

CyberDefender: an integrated intelligent defense framework for digital-twin-based industrial cyber-physical systems

S Krishnaveni, TM Chen, M Sathiyanarayanan… - Cluster …, 2024 - Springer
The rise of digital twin-based operational improvements poses a challenge to protecting
industrial cyber-physical systems. It is crucial to safeguard digital twins while disclosing …

[HTML][HTML] Zero-Trust Marine Cyberdefense for IoT-Based Communications: An Explainable Approach

EC Nkoro, JN Njoku, CI Nwakanma, JM Lee, DS Kim - Electronics, 2024 - mdpi.com
Integrating Explainable Artificial Intelligence (XAI) into marine cyberdefense systems can
address the lack of trustworthiness and low interpretability inherent in complex black-box …

A new early warning system based on metaheuristics in CPS architecture

A Mbiriki, C Katar, A Badreddine - Information Security Journal: A …, 2024 - Taylor & Francis
Cyber security is the most studied in recent years by the association of metaheuristic
techniques thanks to their ability to solve optimization problems in a limited time and NP …

[HTML][HTML] Chaotic tumbleweed optimization algorithm with stacked deep learning based cyberattack detection in industrial CPS environment

A Alruban, FS Alrayes, F Kouki, FA Alotaibi… - Alexandria Engineering …, 2023 - Elsevier
Cyberattacks on cyber-physical systems (CPS) have led to severe concerns, and then it is
most significant to identify the attacks in the initial phase. But, there are major problems that …

Intrusion Detection System using Improved Wild Horse Optimizer-Based DenseNet for Cognitive Cyber-Physical System in Industry 4.0

MM Adnan, K Ramyasree… - 2024 International …, 2024 - ieeexplore.ieee.org
A Cyber-Physical System (CPS) refers to a cyber and physical elements network which
communicate with each other in a manner of feedback. A CPS is significant for daily activity …

Intrusion Detection System in Explainable Artificial Intelligence by Using Different Algorithms

D Satyanarayana, E Saikiran - 2024 International Conference …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) is a rapidly established technology that combines various
domains and such technology permits devices to process, transfer, and receive information …