Next Article in Journal
Effect of Various Edge Configurations on the Accuracy of the Modelling Shape of Shell Structures Using Spline Functions
Previous Article in Journal
Smartphone-Based Localization for Passengers Commuting in Traffic Hubs
Previous Article in Special Issue
ACF: An Armed CCTV Footage Dataset for Enhancing Weapon Detection
 
 
Article

Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems

1
Faculty of Computer Studies (FCS), Arab Open University, Muscat P.O. Box 1596, Oman
2
Department of Electronic & Computer Engineering, University of Limerick, V94 T9PX Limerick, Ireland
3
Department of Information Systems, College of Computer Engineering and Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
4
Department of Information Systems, College of Science and Arts, King Khalid University, Muhayil Asir 61913, Saudi Arabia
5
Department of Computer Science, Knowledge University, University Park, Kirkuk Road, Erbil 446015, Iraq
6
Center of Excellence in Artificial Intelligence (CoE-AI), Department of Computer Science, Bahria University, Islamabad 44000, Pakistan
7
Institut Polytechnique de Paris Telecom SudParis Evry, Courcouronnes FR, 9 Rue Charles Fourier, 91000 Evry, France
*
Author to whom correspondence should be addressed.
Academic Editors: Paolo Bellavista and Ilsun You
Sensors 2022, 22(19), 7201; https://doi.org/10.3390/s22197201
Received: 7 June 2022 / Revised: 16 September 2022 / Accepted: 17 September 2022 / Published: 22 September 2022
(This article belongs to the Special Issue Security for Mobile Sensing Networks)
Internet availability and its integration with smart technologies have favored everyday objects and things and offered new areas, such as the Internet of Things (IoT). IoT refers to a concept where smart devices or things are connected and create a network. This new area has suffered from big data handling and security issues. There is a need to design a data analytics model by using new 5G technologies, architecture, and a security model. Reliable data communication in the presence of legitimate nodes is always one of the challenges in these networks. Malicious nodes are generating inaccurate information and breach the user’s security. In this paper, a data analytics model and self-organizing architecture for IoT networks are proposed to understand the different layers of technologies and processes. The proposed model is designed for smart environmental monitoring systems. This paper also proposes a security model based on an authentication, detection, and prediction mechanism for IoT networks. The proposed model enhances security and protects the network from DoS and DDoS attacks. The proposed model evaluates in terms of accuracy, sensitivity, and specificity by using machine learning algorithms. View Full-Text
Keywords: IoT; security; 5G; networks; big data; analytics; communication; quality of services; SVM; decision tree; KNN; DDoS; environmental monitoring IoT; security; 5G; networks; big data; analytics; communication; quality of services; SVM; decision tree; KNN; DDoS; environmental monitoring
Show Figures

Figure 1

MDPI and ACS Style

Anwar, R.W.; Qureshi, K.N.; Nagmeldin, W.; Abdelmaboud, A.; Ghafoor, K.Z.; Javed, I.T.; Crespi, N. Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems. Sensors 2022, 22, 7201. https://doi.org/10.3390/s22197201

AMA Style

Anwar RW, Qureshi KN, Nagmeldin W, Abdelmaboud A, Ghafoor KZ, Javed IT, Crespi N. Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems. Sensors. 2022; 22(19):7201. https://doi.org/10.3390/s22197201

Chicago/Turabian Style

Anwar, Raja Waseem, Kashif Naseer Qureshi, Wamda Nagmeldin, Abdelzahir Abdelmaboud, Kayhan Zrar Ghafoor, Ibrahim Tariq Javed, and Noel Crespi. 2022. "Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems" Sensors 22, no. 19: 7201. https://doi.org/10.3390/s22197201

Find Other Styles
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.

Article Access Map by Country/Region

1
Back to TopTop