Research graph
References from Design of nonlinear fractional malware transmission model in industrial cyber-physical systems with dual infection rates: Machine predictive analysis with nonlinear exogenous neuroarchitectures. Local targets link to admitted publications; unresolved targets remain external evidence.
Analyzing the impact of cyber-attacks on the performance of digital twin-based industrial organizations
2024 · External reference
Machine learning enabled industrial IoT security: challenges, trends and solutions
2024 · External reference
A survey of integrated multi-layer security for continuous-process industrial control systems: insights from a steel manufacturing sector
2026 · External reference
TRIPLE: a blockchain-based digital twin framework for cyber–physical systems security
2024 · External reference
Unresolved reference
External reference
Developing industrial cps: a multi-disciplinary challenge
10.3390/s21061991 · 2021 · External reference
Design challenges for CPS-based service systems in industrial production and logistics
10.1080/0951192x.2018.1552795 · 2019 · External reference
A survey on machine-learning based security design for cyber-physical systems
10.3390/app11125458 · 2021 · External reference
Enabling human–CPS cognitive interoperability: cognitive architectures as technologies for human-like cognitive digital twins
2025 · External reference
Intelligent IoT-enabled healthcare solutions implementing federated meta-learning with blockchain
2025 · External reference
Securing healthcare data in industrial cyber-physical systems using combining deep learning and blockchain technology
10.1016/j.engappai.2023.107612 · 2024 · External reference
Analysis of malware-induced cyber attacks in cyber-physical power systems
2020 · External reference
How to regulate pattern formations for malware propagation in cyber-physical systems
10.1063/5.0176724 · 2024 · External reference
Tipping point prediction and mechanism analysis of malware spreading in cyber–physical systems
10.1016/j.cnsns.2023.107247 · 2023 · External reference
Delayed dynamics analysis of SEI2RS malware propagation models in cyber–Physical systems
10.1016/j.comnet.2024.110481 · 2024 · External reference
Optimal control of malware spreading model with tracing and patching in wireless sensor networks
10.1007/s11277-020-07959-y · 2021 · External reference
SNIRD: disclosing rules of malware spread in heterogeneous wireless sensor networks
10.1109/access.2019.2927220 · 2019 · External reference
Framework for a closed-loop cooperative human cyber-physical system for the mining industry driven by VR and AR: MHCPS
10.1016/j.cie.2022.108050 · 2022 · External reference
Spatiotemporal evolution control of malicious virus propagation in cyber physical systems via PD feedback control
2023 · External reference
Resilience improvement of cyber-physical supply chain networks considering cascading failures with mixed failure modes
10.1016/j.cie.2023.109812 · 2024 · External reference
A transferable topology-aware graph pooling network for remaining useful life prediction under cross-domain conditions
10.1109/tr.2025.3643102 · 2025 · External reference
Dynamics of complex networks: malware propagation modeling and analysis in industrial internet of things
10.1109/access.2020.2984668 · 2020 · External reference
Malware propagation in clustered computer networks
10.1016/j.physa.2021.125958 · 2021 · External reference
Open-circuit fault diagnosis for power converters under variable operational conditions: from a source-free domain adaptation perspective
2026 · External reference
Remaining useful life prediction based on self-attention mechanism-sequential variational autoencoder: from a semi-supervised perspective
10.1016/j.aei.2025.104242 · 2026 · External reference
Ransomware attacks in cyber-physical systems: countermeasure of attack vectors through automated web defenses
10.1109/access.2024.3477631 · 2024 · External reference
SEI2RS malware propagation model considering two infection rates in cyber–physical systems
10.1016/j.physa.2022.127207 · 2022 · External reference
Unresolved reference
2024 · External reference
SARS-CoV-2 virus variant detection and mortality prediction through symptom analysis using machine learning
10.1016/j.engappai.2023.107743 · 2024 · External reference
A multi-source window-dependent transfer learning approach for COVID-19 vaccination rate prediction
10.1016/j.engappai.2024.109037 · 2024 · External reference
Hyperbolic decision-making based on RBF for diabetic/COVID-19 iris
10.1016/j.engappai.2023.107589 · 2024 · External reference
Unresolved reference
2022 · External reference
Identification and classification for multiple cyber attacks in power grids based on the deep capsule CNN
10.1016/j.engappai.2023.106771 · 2023 · External reference
Dynamical behaviors of an epidemic model for malware propagation in wireless sensor networks
10.3389/fphy.2023.1198410 · 2023 · External reference
An anonymization framework for IEC 61850 substation communications: field-level and topology-aware privacy
2025 · External reference
A causal-aware spatiotemporal network with prediction-reconstruction for interpretable anomaly monitoring in complex industrial processes
2026 · External reference
10.20517/scierxiv202506.0168.v1
10.20517/scierxiv202506.0168.v1 · External reference
An optimized learning approach for enhancing the security of digital twin-enabled industrial systems from distributed denial-of-service attacks
2025 · External reference
Analyzing malware propagation on wireless sensor networks: a new approach using queueing theory and HJ-Biplot with a SIRS model
10.3390/math12010135 · 2023 · External reference
Joint differential game and double deep q–networks for suppressing malware spread in industrial internet of things
10.1109/tifs.2023.3307956 · 2023 · External reference
Machine learning knowledge driven investigation for immunity infused fractional industrial virus transmission in SCADA systems
2025 · External reference
STSIR: an individual-group game-based model for disclosing virus spread in Social Internet of Things
10.1016/j.jnca.2023.103608 · 2023 · External reference
MDepthNet based phishing attack detection using integrated deep learning methodologies for cyber security enhancement
2024 · External reference
Dynamics analysis of a new fractional-order SVEIR-KS model for computer virus propagation: Stability and Hopf bifurcation
10.1016/j.neucom.2024.128075 · 2024 · External reference
Dynamic behaviours of a modified computer virus model: Insights into parameters and network attributes
10.1016/j.aej.2024.06.009 · 2024 · External reference
A novel design of time delay fractional nonlinear SIHQR worm transmission model for industrial IoT networks: machine learning knowledge driven neuroarchitecture analysis
10.1016/j.chaos.2026.118400 · 2026 · External reference
Task-level failure diagnosis in process control systems under cyberattack based on multilevel business process models
2025 · External reference
A machine learning approach using nonlinear ARX neural networks with Bayesian regularization for epidemic malware dynamics in critical network infrastructures
10.1007/s10207-025-01104-1 · 2025 · External reference
Two-stage dynamic reconstruction biased learning for anomaly detection in attributed networks of smart manufacturing
2025 · External reference
A Novel graph-embedded musical chairs optimization with secure elliptic encryption framework for intelligent edge computing in healthcare IoT networks
2026 · External reference
Simulating Bluetooth virus propagation on the real map via infectious attenuation algorithm and discrete dynamical system
2024 · External reference
Interconnected Takagi-Sugeno system and fractional SIRS malware propagation model for stabilization of wireless sensor networks
10.1016/j.ins.2024.120620 · 2024 · External reference
Machine learning-driven exogenous neural architecture for nonlinear fractional cybersecurity awareness model in mobile malware propagation
10.1016/j.chaos.2024.115948 · 2025 · External reference
Complex pattern evolution of a two-dimensional space diffusion model of malware spread
10.1088/1402-4896/ad30ee · 2024 · External reference
AI for information integration and processing in digital twins
2026 · External reference
A review on machine learning and deep learning techniques for plant leaf disease detection and classification with IoT in agriculture industry
2026 · External reference
The interplay of data-driven insights and AI anxiety in shaping the impact of AI capabilities on circular economy capability
2025 · External reference
Industrial Information integration through autonomous AI agents: paradoxical effects on transparency, dehumanization, and responsible retail operations
2026 · External reference
A novel back-propagation neural network for intelligent cyber-physical systems for wireless communications
10.1080/03772063.2023.2173669 · 2024 · External reference
A review on machine learning techniques for secured cyber-physical systems in smart grid networks
10.1016/j.egyr.2023.12.040 · 2024 · External reference
Exploring the integration of blockchain technology, physical unclonable function, and machine learning for authentication in cyber-physical systems
10.1007/s11042-023-16979-2 · 2024 · External reference
A medical cyber-physical system for predicting maternal health in developing countries using machine learning
2024 · External reference
Vulnerability detection in cyber-physical system using machine learning
2024 · External reference
A hybrid methodology for anomaly detection in cyber–physical systems
10.1016/j.neucom.2023.127068 · 2024 · External reference
Temporal-spatial fuzzy deep neural network for the grazing behavior recognition of herded sheep in triaxial accelerometer cyber-physical systems
2024 · External reference
ResNet50-1D-CNN: a new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in cyber-physical systems
10.1016/j.ijcip.2024.100674 · 2024 · External reference
Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber–physical systems under deception attacks
10.1016/j.neunet.2024.106586 · 2024 · External reference
Resilient-learning control of cyber–physical systems against mixed-type network attacks
2024 · External reference
Unresolved reference
2024 · External reference
Cyber–physical anomaly detection for inverter-based microgrid using autoencoder neural network
10.1016/j.apenergy.2023.122283 · 2024 · External reference
Data-driven prediction of tool wear using Bayesian regularized artificial neural networks
10.1016/j.measurement.2024.115303 · 2024 · External reference
An explainable neural network integrating Jiles-Atherton and nonlinear auto-regressive exogenous models for modeling universal hysteresis
10.1016/j.engappai.2024.108904 · 2024 · External reference
Dynamic analysis and optimal control of worm propagation model with saturated incidence rate
10.3389/fphy.2022.1098040 · 2023 · External reference
Grünwald–Letnikov operators for fractional relaxation in Havriliak–Negami models
10.1016/j.cnsns.2016.02.015 · 2016 · External reference
Operational method for the solution of fractional differential equations with generalized Riemann-Liouville fractional derivatives
2009 · External reference
A Caputo fractional derivative of a function with respect to another function
10.1016/j.cnsns.2016.09.006 · 2017 · External reference
Hadamard-type fractional calculus
2001 · External reference
On weighted Atangana–Baleanu fractional operators
10.1186/s13662-019-2471-z · 2020 · External reference
The study of nonlinear fractional partial differential equations via the Khalouta-Atangana-Baleanu operator
2024 · External reference
Grünwald-Letnikov fractional operators: from past to present
2021 · External reference
A fractional version of the recursive Tau method for solving a general class of Abel-Volterra integral equations systems
10.1007/s13540-022-00070-y · 2022 · External reference
The FracPECE subroutine for the numerical solution of differential equations of fractional order
1998 · External reference
On linear stability of predictor–corrector algorithms for fractional differential equations
10.1080/00207160802624331 · 2010 · External reference
Finding structure in time
10.1207/s15516709cog1402_1 · 1990 · External reference
Learning phrase representations using RNN encoder-decoder for statistical machine translation
2014 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Unresolved reference
External reference
Are transformers effective for time series forecasting?
2023 · External reference
Attention is all you need
2017 · External reference
Adam: A method for stochastic optimization
2015 · External reference
Training feedforward networks with the Marquardt algorithm
10.1109/72.329697 · 1994 · External reference
Unresolved reference
2001 · External reference
Training with noise is equivalent to Tikhonov regularization
10.1162/neco.1995.7.1.108 · 1995 · External reference
A machine learning approach using nonlinear ARX neural networks with Bayesian regularization for epidemic malware dynamics in critical network infrastructures
10.1007/s10207-025-01104-1 · ExternalCitation · doi-reference
Exploring the integration of blockchain technology, physical unclonable function, and machine learning for authentication in cyber-physical systems
10.1007/s11042-023-16979-2 · ExternalCitation · doi-reference
Optimal control of malware spreading model with tracing and patching in wireless sensor networks
10.1007/s11277-020-07959-y · ExternalCitation · doi-reference
A fractional version of the recursive Tau method for solving a general class of Abel-Volterra integral equations systems
10.1007/s13540-022-00070-y · ExternalCitation · doi-reference
Remaining useful life prediction based on self-attention mechanism-sequential variational autoencoder: from a semi-supervised perspective
10.1016/j.aei.2025.104242 · ExternalCitation · doi-reference
Dynamic behaviours of a modified computer virus model: Insights into parameters and network attributes
10.1016/j.aej.2024.06.009 · ExternalCitation · doi-reference
Cyber–physical anomaly detection for inverter-based microgrid using autoencoder neural network
10.1016/j.apenergy.2023.122283 · ExternalCitation · doi-reference
Machine learning-driven exogenous neural architecture for nonlinear fractional cybersecurity awareness model in mobile malware propagation
10.1016/j.chaos.2024.115948 · ExternalCitation · doi-reference
A novel design of time delay fractional nonlinear SIHQR worm transmission model for industrial IoT networks: machine learning knowledge driven neuroarchitecture analysis
10.1016/j.chaos.2026.118400 · ExternalCitation · doi-reference
Framework for a closed-loop cooperative human cyber-physical system for the mining industry driven by VR and AR: MHCPS
10.1016/j.cie.2022.108050 · ExternalCitation · doi-reference
Resilience improvement of cyber-physical supply chain networks considering cascading failures with mixed failure modes
10.1016/j.cie.2023.109812 · ExternalCitation · doi-reference
Grünwald–Letnikov operators for fractional relaxation in Havriliak–Negami models
10.1016/j.cnsns.2016.02.015 · ExternalCitation · doi-reference
A Caputo fractional derivative of a function with respect to another function
10.1016/j.cnsns.2016.09.006 · ExternalCitation · doi-reference
Tipping point prediction and mechanism analysis of malware spreading in cyber–physical systems
10.1016/j.cnsns.2023.107247 · ExternalCitation · doi-reference
Delayed dynamics analysis of SEI2RS malware propagation models in cyber–Physical systems
10.1016/j.comnet.2024.110481 · ExternalCitation · doi-reference
A review on machine learning techniques for secured cyber-physical systems in smart grid networks
10.1016/j.egyr.2023.12.040 · ExternalCitation · doi-reference
Identification and classification for multiple cyber attacks in power grids based on the deep capsule CNN
10.1016/j.engappai.2023.106771 · ExternalCitation · doi-reference
Hyperbolic decision-making based on RBF for diabetic/COVID-19 iris
10.1016/j.engappai.2023.107589 · ExternalCitation · doi-reference
Securing healthcare data in industrial cyber-physical systems using combining deep learning and blockchain technology
10.1016/j.engappai.2023.107612 · ExternalCitation · doi-reference
SARS-CoV-2 virus variant detection and mortality prediction through symptom analysis using machine learning
10.1016/j.engappai.2023.107743 · ExternalCitation · doi-reference
An explainable neural network integrating Jiles-Atherton and nonlinear auto-regressive exogenous models for modeling universal hysteresis
10.1016/j.engappai.2024.108904 · ExternalCitation · doi-reference
A multi-source window-dependent transfer learning approach for COVID-19 vaccination rate prediction
10.1016/j.engappai.2024.109037 · ExternalCitation · doi-reference
ResNet50-1D-CNN: a new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in cyber-physical systems
10.1016/j.ijcip.2024.100674 · ExternalCitation · doi-reference
Interconnected Takagi-Sugeno system and fractional SIRS malware propagation model for stabilization of wireless sensor networks
10.1016/j.ins.2024.120620 · ExternalCitation · doi-reference
STSIR: an individual-group game-based model for disclosing virus spread in Social Internet of Things
10.1016/j.jnca.2023.103608 · ExternalCitation · doi-reference
Data-driven prediction of tool wear using Bayesian regularized artificial neural networks
10.1016/j.measurement.2024.115303 · ExternalCitation · doi-reference
A hybrid methodology for anomaly detection in cyber–physical systems
10.1016/j.neucom.2023.127068 · ExternalCitation · doi-reference
Dynamics analysis of a new fractional-order SVEIR-KS model for computer virus propagation: Stability and Hopf bifurcation
10.1016/j.neucom.2024.128075 · ExternalCitation · doi-reference
Prescribed performance adaptive neural event-triggered control for switched nonlinear cyber–physical systems under deception attacks
10.1016/j.neunet.2024.106586 · ExternalCitation · doi-reference
Malware propagation in clustered computer networks
10.1016/j.physa.2021.125958 · ExternalCitation · doi-reference
SEI2RS malware propagation model considering two infection rates in cyber–physical systems
10.1016/j.physa.2022.127207 · ExternalCitation · doi-reference
How to regulate pattern formations for malware propagation in cyber-physical systems
10.1063/5.0176724 · ExternalCitation · doi-reference
On linear stability of predictor–corrector algorithms for fractional differential equations
10.1080/00207160802624331 · ExternalCitation · doi-reference
A novel back-propagation neural network for intelligent cyber-physical systems for wireless communications
10.1080/03772063.2023.2173669 · ExternalCitation · doi-reference
Design challenges for CPS-based service systems in industrial production and logistics
10.1080/0951192x.2018.1552795 · ExternalCitation · doi-reference
Complex pattern evolution of a two-dimensional space diffusion model of malware spread
10.1088/1402-4896/ad30ee · ExternalCitation · doi-reference
Training feedforward networks with the Marquardt algorithm
10.1109/72.329697 · ExternalCitation · doi-reference
SNIRD: disclosing rules of malware spread in heterogeneous wireless sensor networks
10.1109/access.2019.2927220 · ExternalCitation · doi-reference
Dynamics of complex networks: malware propagation modeling and analysis in industrial internet of things
10.1109/access.2020.2984668 · ExternalCitation · doi-reference
Ransomware attacks in cyber-physical systems: countermeasure of attack vectors through automated web defenses
10.1109/access.2024.3477631 · ExternalCitation · doi-reference
Joint differential game and double deep q–networks for suppressing malware spread in industrial internet of things
10.1109/tifs.2023.3307956 · ExternalCitation · doi-reference
A transferable topology-aware graph pooling network for remaining useful life prediction under cross-domain conditions
10.1109/tr.2025.3643102 · ExternalCitation · doi-reference
Training with noise is equivalent to Tikhonov regularization
10.1162/neco.1995.7.1.108 · ExternalCitation · doi-reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · ExternalCitation · doi-reference
On weighted Atangana–Baleanu fractional operators
10.1186/s13662-019-2471-z · ExternalCitation · doi-reference
Finding structure in time
10.1207/s15516709cog1402_1 · ExternalCitation · doi-reference
10.20517/scierxiv202506.0168.v1
10.20517/scierxiv202506.0168.v1 · ExternalCitation · doi-reference
Dynamic analysis and optimal control of worm propagation model with saturated incidence rate
10.3389/fphy.2022.1098040 · ExternalCitation · doi-reference
Dynamical behaviors of an epidemic model for malware propagation in wireless sensor networks
10.3389/fphy.2023.1198410 · ExternalCitation · doi-reference
A survey on machine-learning based security design for cyber-physical systems
10.3390/app11125458 · ExternalCitation · doi-reference
Analyzing malware propagation on wireless sensor networks: a new approach using queueing theory and HJ-Biplot with a SIRS model
10.3390/math12010135 · ExternalCitation · doi-reference
Developing industrial cps: a multi-disciplinary challenge
10.3390/s21061991 · ExternalCitation · doi-reference
