[HTML][HTML] Industrial cyber-physical systems protection: A methodological review

R Canonico, G Sperlì - Computers & Security, 2023 - Elsevier
Ubiquitous utilization of Information and Communication Technologies in modern
manufacturing plants has transformed them into Cyber-Physical Systems (CPSs), making …

Reinforcement-Learning-Based Intrusion Detection in Communication Networks: A Review

H Kheddar, DW Dawoud, AI Awad… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Modern communication networks have to meet the performance requirements of
contemporary industrial control systems (ICSs), which are increasingly being connected to …

MP-GUARD: A novel multi-pronged intrusion detection and mitigation framework for scalable SD-IOT networks using cooperative monitoring, ensemble learning, and …

A El-Sayed, W Said, A Tolba, Y Alginahi… - Computers and Electrical …, 2024 - Elsevier
The ever-increasing complexity of the Internet of Things (IoT) environment demands robust
and adaptable intrusion detection frameworks, as existing approaches struggle with real …

[HTML][HTML] Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects

IH Sarker, H Janicke, A Mohsin, A Gill, L Maglaras - ICT Express, 2024 - Elsevier
Digital twins (DTs) are an emerging digitalization technology with a huge impact on today's
innovations in both industry and research. DTs can significantly enhance our society and …

Hermes: Boosting the performance of machine-learning-based intrusion detection system through geometric feature learning

C Zhang, S Shi, N Wang, X Xu, S Li, L Zheng… - Proceedings of the …, 2024 - dl.acm.org
Anomaly-Based Intrusion Detection Systems (IDSs) have been extensively researched for
their ability to detect zero-day attacks. These systems establish a baseline of normal …

Bayesian and stochastic game joint approach for Cross-Layer optimal defensive Decision-Making in industrial Cyber-Physical systems

P Yao, Z Jiang, B Yan, Q Yang, W Wang - Information Sciences, 2024 - Elsevier
The propagation of cyber-attacks targeting modern industrial cyber-physical systems
(ICPSs) is considered a sophisticated and persistent cross-layer penetration process, posing …

Sine-cosine-adopted African vultures optimization with ensemble autoencoder-based intrusion detection for cybersecurity in CPS environment

L Almuqren, F Al-Mutiri, M Maashi, H Mohsen, AM Hilal… - Sensors, 2023 - mdpi.com
A Cyber-Physical System (CPS) is a network of cyber and physical elements that interact
with each other. In recent years, there has been a drastic increase in the utilization of CPSs …

Digital twins based on augmented reality of measurement instruments for the implementation of a cyber-physical system

A Liccardo, F Bonavolontà, RSL Moriello, F Lamonaca… - Acta IMEKO, 2022 - acta.imeko.org
The recent increase on the Internet of Things and Industry 4.0 fields has led the research
topics to investigate on the innovative technologies that could support these emerging topics …

AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security

S Freitas, J Kalajdjieski, A Gharib… - arXiv preprint arXiv …, 2024 - arxiv.org
Security operation centers contend with a constant stream of security incidents, ranging from
straightforward to highly complex. To address this, we developed Copilot Guided Response …

Parameter identification algorithm for fir systems with quantized inputs and binary outputs under data tampering attacks

R Jia, P Yu, F Jing, J Guo - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this article, the parameter identification problem of finite impulse response (FIR) systems
with quantized inputs and binary outputs is studied when it is under data tamper attacks …