AI-empowered, blockchain and SDN integrated security architecture for IoT network of cyber physical systems

A Survey of Software-Defined Networking: Past, Present, and Future of Programmable Networks

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Blockchain for IoT security and privacy: The case study of a smart home

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A Survey on Software-Defined Networking

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Managing IoT devices using blockchain platform

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A review on consensus algorithm of blockchain

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Internet of Things security and forensics: Challenges and opportunities

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Bubbles of Trust: A decentralized blockchain-based authentication system for IoT

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A Software Defined Fog Node Based Distributed Blockchain Cloud Architecture for IoT

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A systematic literature review of blockchain cyber security

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Edge computing technologies for Internet of Things: a primer

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OpenDaylight: Towards a Model-Driven SDN Controller architecture

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Distblocknet: a distributed blockchains-based secure SDN architecture for IoT networks

Sharma, P. K., Singh, S., Jeong, Y.-S., & Park, J. H. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1700041 · Cited by 428 · see citing works

Mininet-WiFi: Emulating software-defined wireless networks

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Cyber-physical systems architectures for industrial internet of things applications in Industry 4.0: A literature review

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2020 IEEE International Conference on Systems, Man, and Cybernetics

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Blockchain based hybrid network architecture for the smart city

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Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City

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Blockchain in internet of things: Challenges and SolutionsPreprint

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Safety and Security in Cyber-Physical Systems and Internet-of-Things Systems

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Secure and Resilient Artificial Intelligence of Things: A HoneyNet Approach for Threat Detection and Situational Awareness

Tan, L., Yu, K., Ming, F., Cheng, X., & Srivastava, G. (2021) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2021.3081874 · Cited by 186 · see citing works

Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles

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IEEE Canadian Conference on Electrical and Computer Engineering

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Smart Contract Programming Languages on Blockchains: An Empirical Evaluation of Usability and Security

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Proof-of-work consensus approach in blockchain technology for cloud and fog computing using maximization-factorization statistics

Kumar, G., Saha, R., Rai, M. K., Thomas, R., & Kim, T.-H. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2911969 · Cited by 145 · see citing works

A blockchain-empowered AAA scheme in the large-scale HetNet

Shi, N., Tan, L., Li, W., Qi, X., & Yu, K. (2020) · Digital Communications and Networks · doi:10.1016/j.dcan.2020.10.002 · Cited by 106 · see citing works

Enhancing SDN security for IoT-related deployments through blockchain

Tselios, C., Politis, I., & Kotsopoulos, S. A. (2017) · IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) · doi:10.1109/nfv-sdn.2017.8169860 · Cited by 101 · see citing works

2023 IEEE Conference on Network Function Virtualization and Software Defined Networks

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An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike

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Artificial Intelligence and the Internet of Things in Industry 4.0

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Integrating Privacy Enhancing Techniques into Blockchains Using Sidechains

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Mobile Edge Cooperation Optimization for Wearable Internet of Things: A Network Representation-Based Framework

Kong, X., Tong, S., Gao, H., Shen, G., Wang, K., Collotta, M., You, I., & Das, S. K. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.3016037 · Cited by 58 · see citing works

An Authentication Protocol for Future Sensor Networks

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BSS: Blockchain security over software defined network

Basnet, S. R., & Shakya, S. (2017) · International Conference on Computing, Communication and Automation · doi:10.1109/ccaa.2017.8229910 · Cited by 54 · see citing works

A Bitcoin Transaction Network Analytic Method for Future Blockchain Forensic Investigation

Wu, Y., Tao, F., Liu, L., Gu, J., Panneerselvam, J., Zhu, R., & Shahzad, M. N. (2020) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2020.2970113 · Cited by 52 · see citing works

Congestion recognition for hybrid urban road systems via digraph convolutional network

Han, X., Shen, G., Yang, X. C., & Kong, X. (2020) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2020.102877 · Cited by 49 · see citing works

On the Understanding of Gamification in Blockchain Systems

Parizi, R. M., & Dehghantanha, A. (2018) · International Conference on Future Internet of Things and Cloud Workshops (FiCloudW) · doi:10.1109/w-ficloud.2018.00041 · Cited by 44 · see citing works

A Lightweight Post-Quantum Lattice-Based RSA for Secure Communications

Mustafa, İ., Khan, I. U., Aslam, S., Sajid, A., Mohsin, S. M., Awais, M., & Qureshi, M. B. (2020) · IEEE Access · doi:10.1109/access.2020.2995801 · Cited by 40 · see citing works

Toward Disaggregating the SDN Control Plane

Comer, D. E., & Rastegarnia, A. (2019) · IEEE Communications Magazine · doi:10.1109/mcom.001.1900063 · Cited by 20 · see citing works

A survey on multi-layer IP and optical Software-Defined Networks

Kantor, M., Biernacka, E., Boryło, P., Domżał, J., Jurkiewicz, P., Stypiński, M., & Wójcik, R. (2019) · Computer Networks · doi:10.1016/j.comnet.2019.06.022 · Cited by 17 · see citing works

An organization-friendly blockchain system

Zheng, H., Wu, Q., Xie, J., Guan, Z., Qin, B., & Gu, Z. (2019) · Computers & Security · doi:10.1016/j.cose.2019.101598 · Cited by 13 · see citing works

Exploring the RFID mutual authentication domain

Mohsin, S. M., Khan, I. A., Akber, S. M. A., Shamshirband, S., & Chronopoulos, A. T. (2018) · International Journal of Computers and Applications · doi:10.1080/1206212x.2018.1533614 · Cited by 12 · see citing works

Performance Analysis of DSDV, AODV AND AOMDV Routing Protocols Based on Fixed and Mobility Network Model in Wireless Sensor Network

Ema, R. R., Akram, A., Hossain, M. A., & Das, S. K. (2014) · Global Journal of Computer Science and Technology · Cited by 11 · see citing works

Noise Free Fully Homomorphic Encryption Scheme Over Non-Associative Algebra

Mustafa, İ., Mustafa, H., Azar, A. T., Aslam, S., Mohsin, S. M., Qureshi, M. B., & Ashraf, N. (2020) · IEEE Access · doi:10.1109/access.2020.3007717 · Cited by 10 · see citing works

Energy efficient secured cluster based distributed fault diagnosis protocol for IoT

Ara, T. (2022) · International Journal of Communication Networks and Information Security (IJCNIS) · doi:10.17762/ijcnis.v10i3.3586 · Cited by 8 · see citing works

Guest Editors’ Introduction: Special Section on Security in Emerging Networking Technologies

Ahn, G., Gu, G., Hu, H., & Shin, S. (2019) · IEEE Transactions on Dependable and Secure Computing · doi:10.1109/tdsc.2019.2906921 · Cited by 2 · see citing works

Federated learning-based AI approaches in smart healthcare: Concepts, taxonomies, challenges and open issues

Rahman, A., Hossain, M. S., Muhammad, G., Kundu, D., Debnath, T., Rahman, M., Khan, M. S. I., Tiwari, P., & Band, S. S. (2023) · Cluster Computing · doi:10.1007/s10586-022-03658-4 · Cited by 399 · see citing works

Blockchain—Internet of Things Applications: Opportunities and Challenges for Industry 4.0 and Society 5.0

Tyagi, A. K., Dananjayan, S., Agarwal, D., & Ahmed, H. F. T. (2023) · Sensors · doi:10.3390/s23020947 · Cited by 215 · see citing works

A distributed intrusion detection system to detect DDoS attacks in blockchain-enabled IoT network

Kumar, R., Kumar, P., Tripathi, R., Gupta, G. P., Garg, S., & Hassan, M. M. (2022) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2022.01.030 · Cited by 198 · see citing works

Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT

Rahman, A., Islam, M. J., Band, S. S., Muhammad, G., Hasan, K., & Tiwari, P. (2022) · Digital Communications and Networks · doi:10.1016/j.dcan.2022.11.003 · Cited by 143 · see citing works

Cyber Threats Detection in Smart Environments Using SDN-Enabled DNN-LSTM Hybrid Framework

Razib, M. A., Javeed, D., Khan, M. T., Alkanhel, R. I., & Muthanna, M. S. A. (2022) · IEEE Access · doi:10.1109/access.2022.3172304 · Cited by 140 · see citing works

The Convergence of Artificial Intelligence and Blockchain: The State of Play and the Road Ahead

Bhumichai, D., Smiliotopoulos, C., Benton, R., Kambourakis, G., & Damopoulos, D. (2024) · Information · doi:10.3390/info15050268 · Cited by 161 · see citing works

On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives

Rahman, A., Hasan, K., Kundu, D., Islam, M. J., Debnath, T., Band, S. S., & Kumar, N. (2022) · Future Generation Computer Systems · doi:10.1016/j.future.2022.08.004 · Cited by 111 · see citing works

Revolutionizing Intelligent Transportation Systems with Cellular Vehicle-to-Everything (C-V2X) technology: Current trends, use cases, emerging technologies, standardization bodies, industry analytics and future directions

Dhinesh Kumar, R., & Rammohan, A. (2023) · Vehicular Communications · doi:10.1016/j.vehcom.2023.100638 · Cited by 117 · see citing works

DEEP-FEL: Decentralized, Efficient and Privacy-Enhanced Federated Edge Learning for Healthcare Cyber Physical Systems

Lian, Z., Yang, Q., Wang, W., Zeng, Q., Alazab, M., Zhao, H., & Su, C. (2022) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2022.3175945 · Cited by 100 · see citing works

Dynamic Energy-Saving Offloading Strategy Guided by Lyapunov Optimization for IoT Devices

Tong, Z., Cai, J., Mei, J., Li, K., & Li, K. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3168968 · Cited by 86 · see citing works

ESCALB: An effective slave controller allocation-based load balancing scheme for multi-domain SDN-enabled-IoT networks

Ali, J., Jhaveri, R. H., Alswailim, M. A., & Roh, B. (2023) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2023.101566 · Cited by 76 · see citing works

Impacts of blockchain in software‐defined Internet of Things ecosystem with Network Function Virtualization for smart applications: Present perspectives and future directions

Rahman, A., Islam, J., Kundu, D., Karim, M. R., Rahman, Z., Band, S. S., Sookhak, M., Tiwari, P., & Kumar, N. (2023) · International Journal of Communication Systems · doi:10.1002/dac.5429 · Cited by 74 · see citing works

A Promising Integration of SDN and Blockchain for IoT Networks: A Survey

Turner, S. W., Karakuş, M., Güler, E., & Uludag, S. (2023) · IEEE Access · doi:10.1109/access.2023.3260777 · Cited by 73 · see citing works

An Authentication-Based Secure Data Aggregation Method in Internet of Things

Nezhad, M. A., Barati, H., & Barati, A. (2022) · Journal of Grid Computing · doi:10.1007/s10723-022-09619-w · Cited by 70 · see citing works

Green Blockchain based IoT for secured supply chain of hazardous materials

Oudani, M., Sebbar, A., Zkik, K., Harraki, I. E., & Belhadi, A. (2022) · Computers & Industrial Engineering · doi:10.1016/j.cie.2022.108814 · Cited by 70 · see citing works

Block-Greedy and CNN Based Underwater Image Dehazing for Novel Depth Estimation and Optimal Ambient Light

Alenezi, F. S., Armghan, A., Mohanty, S. N., Jhaveri, R. H., & Tiwari, P. (2021) · Water · doi:10.3390/w13233470 · Cited by 66 · see citing works

Internet of Things and Blockchain Integration: Security, Privacy, Technical, and Design Challenges

Alzoubi, Y. I., Al‐Ahmad, A., Kahtan, H., & Jaradat, A. (2022) · Future Internet · doi:10.3390/fi14070216 · Cited by 72 · see citing works

A Survey of Internet of Things and Cyber-Physical Systems: Standards, Algorithms, Applications, Security, Challenges, and Future Directions

Chui, K. T., Gupta, B. B., Liu, J., Arya, V., Nedjah, N., Almomani, A., & Chaurasia, P. (2023) · Information · doi:10.3390/info14070388 · Cited by 66 · see citing works

A Literature Review on Blockchain-enabled Security and Operation of Cyber-Physical Systems

Khalil, A. A., Franco, J., Parvez, I., Uluagac, A. S., Shahriar, H., & Rahman, M. A. (2022) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac54236.2022.00282 · Cited by 64 · see citing works

Software-Defined Networking: Categories, Analysis, and Future Directions

Hussain, M., Shah, N., Amin, R., Alshamrani, S. S., Alotaibi, A., & Raza, S. M. (2022) · Sensors · doi:10.3390/s22155551 · Cited by 64 · see citing works

Water optimization technique for precision irrigation system using IoT and machine learning

Vianny, D. M. M., John, A., Mohan, S., Sarlan, A. B., Adimoolam, M., & Ahmadian, A. (2022) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2022.102307 · Cited by 63 · see citing works

An ensemble deep federated learning cyber-threat hunting model for Industrial Internet of Things

Jahromi, A. N., Karimipour, H., & Dehghantanha, A. (2022) · Computer Communications · doi:10.1016/j.comcom.2022.11.009 · Cited by 63 · see citing works

Systematic review of deep learning solutions for malware detection and forensic analysis in IoT

Qureshi, S., He, J., Tunio, S., Zhu, N., Nazir, A., Wajahat, A., Ullah, F., & Wadud, A. (2024) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2024.102164 · Cited by 78 · see citing works

Detecting IoT Attacks Using an Ensemble Machine Learning Model

Tomer, V., & Sharma, S. (2022) · Future Internet · doi:10.3390/fi14040102 · Cited by 62 · see citing works

AI based suitability measurement and prediction between job description and job seeker profiles

Sridevi, G. M., & Suganthi, S. K. (2022) · International Journal of Information Management Data Insights · doi:10.1016/j.jjimei.2022.100109 · Cited by 60 · see citing works

FLED-Block: Federated Learning Ensembled Deep Learning Blockchain Model for COVID-19 Prediction

Durga, R., & Poovammal, E. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.892499 · Cited by 58 · see citing works

LCIPA: Lightweight clustering protocol for industry 4.0 enabled precision agriculture

Mahajan, H. B., Junnarkar, A. A., Tiwari, M., Tiwari, T., & Upadhyaya, M. (2022) · Microprocessors and Microsystems · doi:10.1016/j.micpro.2022.104633 · Cited by 57 · see citing works

Achieve Load Balancing in Multi-UAV Edge Computing IoT Networks: A Dynamic Entry and Exit Mechanism

Guo, H., Zhou, X., Wang, Y., & Liu, J. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3161703 · Cited by 54 · see citing works

Blockchains for Artificial Intelligence of Things: A Comprehensive Survey

Shen, M., Gu, A., Kang, J., Tang, X., Lin, X., Zhu, L., & Niyato, D. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3268705 · Cited by 54 · see citing works

Optimized intrusion detection and secure data management in IoT networks using GAO-Xgboost and ECC-integrated blockchain framework

Nandanwar, H., & Katarya, R. (2025) · Knowledge and Information Systems · doi:10.1007/s10115-025-02513-3 · Cited by 54 · see citing works

A hybrid Blockchain-Based framework for securing intrusion detection systems in internet of things

Nandanwar, H., & Katarya, R. (2025) · Cluster Computing · doi:10.1007/s10586-025-05135-0 · Cited by 53 · see citing works

Biometric Authentication-Based Intrusion Detection Using Artificial Intelligence Internet of Things in Smart City

Annadurai, C., Nelson, I., Devi, K. N., Manikandan, R., Jhanjhi, N. Z., Masud, M., & Sheikh, A. (2022) · Energies · doi:10.3390/en15197430 · Cited by 52 · see citing works

A survey on blockchain, SDN and NFV for the smart-home security

Douha, N. Y.-R., Bhuyan, M. H., Kashihara, S., Fall, D., Taenaka, Y., & Kadobayashi, Y. (2022) · Internet of Things · doi:10.1016/j.iot.2022.100588 · Cited by 54 · see citing works

A blockchain-based framework for carbon management towards construction material and product certification

Xu, Y., Tao, X., Das, M., Kwok, H. L., Liu, H., Kuan, K. L., Lau, A. K. H., & Cheng, J. C. P. (2023) · Advanced Engineering Informatics · doi:10.1016/j.aei.2023.102242 · Cited by 49 · see citing works

Extremely boosted neural network for more accurate multi-stage Cyber attack prediction in cloud computing environment

Dalal, S., Poongodi, M., Lilhore, U. K., Seth, B., Alsekait, D. M., Simaiya, S., Hamdi, M., & Raahemifar, K. (2023) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-022-00356-9 · Cited by 44 · see citing works

Enhancing Najran’s sustainable smart city development in the face of urbanization challenges in Saudi- Arabia

Alotaibi, B. S., Elnaklah, R., Agboola, O. P., Abuhussain, M. A., Tunay, M., Dodo, Y. A., Maghrabi, A., & Alyami, M. (2024) · Journal of Asian Architecture and Building Engineering · doi:10.1080/13467581.2024.2358203 · Cited by 43 · see citing works

Computational-Intelligence-Inspired Adaptive Opportunistic Clustering Approach for Industrial IoT Networks

Chithaluru, P., Al-Turjman, F. M., Kumar, M., & Stephan, T. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3231605 · Cited by 43 · see citing works

Flood vulnerability and buildings’ flood exposure assessment in a densely urbanised city: comparative analysis of three scenarios using a neural network approach

Pham, Q. B., Ali, S. A., Bielecka, E., Całka, B., Orych, A., Parvin, F., & Łupikasza, E. B. (2022) · Natural Hazards · doi:10.1007/s11069-022-05336-5 · Cited by 42 · see citing works

An Energy-Efficient and Blockchain-Integrated Software Defined Network for the Industrial Internet of Things

Asaithambi, S., Ravi, L., Kotb, H., Milyani, A. H., Azhari, A. A., Nallusamy, S., Varadarajan, V., & Vairavasundaram, S. (2022) · Sensors · doi:10.3390/s22207917 · Cited by 41 · see citing works

On the Integration of Blockchain With IoT and the Role of Oracle in the Combined System: The Full Picture

Sadawi, A. A., Hassan, M. S., & Ndiaye, M. (2022) · IEEE Access · doi:10.1109/access.2022.3199007 · Cited by 41 · see citing works

Resource Allocation in Quantum-Key-Distribution- Secured Datacenter Networks With Cloud–Edge Collaboration

Zhu, Q., Yu, X., Zhao, Y., Nag, A., & Zhang, J. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3242725 · Cited by 37 · see citing works

A Review of Blockchain Technology in Knowledge-Defined Networking, Its Application, Benefits, and Challenges

Wijesekara, P. A. D. S. N., & Gunawardena, S. (2023) · Network · doi:10.3390/network3030017 · Cited by 44 · see citing works

Exploring Blockchain-driven security in SDN-based IoT networks

Indrason, N., & Saha, G. K. (2024) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2024.103838 · Cited by 37 · see citing works

Combining Multi-Agent Systems and Artificial Intelligence of Things: Technical challenges and gains

Luzolo, P. H., Elrawashdeh, Z., Tchappi, I., Galland, S., & Outay, F. (2024) · Internet of Things · doi:10.1016/j.iot.2024.101364 · Cited by 43 · see citing works

Blockchain-Enabled Efficient Dynamic Cross-Domain Deduplication in Edge Computing

Ming, Y., Wang, C., Liu, H., Zhao, Y., Feng, J., Zhang, N., & Shi, W. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3150042 · Cited by 33 · see citing works

An Optimized Intelligent Computational Security Model for Interconnected Blockchain-IoT System & Cities

Kumar, S., V, Singh, A. D., Benslimane, A., Chithaluru, P., Albahar, M. A., Rathore, R. S., & Álvarez, R. M. (2023) · Ad Hoc Networks · doi:10.1016/j.adhoc.2023.103299 · Cited by 34 · see citing works

Broadening the Research Pathways in Smart Agriculture: Predictive Analysis Using Semiautomatic Information Modeling

Sharma, K., Sharma, C. B., Sharma, S., & Asenso, E. (2022) · Journal of Sensors · doi:10.1155/2022/5442865 · Cited by 33 · see citing works

ECU-IoFT: A Dataset for Analysing Cyber-Attacks on Internet of Flying Things

Ahmed, M., Cox, D., Simpson, B., & Aloufi, A. (2022) · Applied Sciences · doi:10.3390/app12041990 · Cited by 33 · see citing works

Blockchain consensus mechanisms comparison in fog computing: A systematic review

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Joint Offloading and Trajectory Optimization for Complex Status Updates in UAV-Assisted Internet of Things

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A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting

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A Study on Mobile Crowd Sensing Systems for Healthcare Scenarios

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Securing Edge Devices in IoT and 6G: A Trust-Based Approach for Resource-Constrained Environments

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A Systematic Review Regarding the Prediction of Academic Performance

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A Comprehensive Survey on Cyber-Physical Systems Towards Healthcare 4.0

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A New Data-Preprocessing-Related Taxonomy of Sensors for IoT Applications

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Intrusion Detection System in Industrial Cyber-Physical System Using Clustered Federated Learning

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Intelligent SDN Architecture With Fuzzy Neural Network and Blockchain for Monitoring Critical Events

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A secure physical health test data sharing scheme based on token distribution and programmable blockchains

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Water Quality Estimation and Anomaly Detection: A Review

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A Flow-Based Performance Evaluation on RYU SDN Controller

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State-of-the-Art Review of Deep Learning Methods in Fake Banknote Recognition Problem

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SDN Controller and Blockchain to Secure Information Transaction in a Cluster Structure

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Enhancing Software Defined Network security through Blockchain and Performance Comparison in IOT NetworkPreprint

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Blockchain-Based IoT Architecture for Software-Defined Networking

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