Smart City Gnosys

Smart city article details

Title	Machine Learning Benchmarking For Secured Iot Smart Systems
ID_Doc	35948
Authors	Abdalzaher M.S.; Salim M.M.; Elsayed H.A.; Fouda M.M.
Year	2022
Published	Proceedings of the 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022
DOI	http://dx.doi.org/10.1109/IoTaIS56727.2022.9975952
Abstract	Smartness and IoT along with machine learning (ML) lead the research directions nowadays. Smart city, smart campus, smart home, smart vehicle, etc; or if we call it 'Smart x' will change how the world entities interact among themselves. This paper provides an ML benchmarking as well as a taxonomy that divides its models into linear and non-linear ones based on the problem type (classification or regression), the targeted security issue, the kind of IoT network, and the used evaluation measure. On the other hand, security algorithms enhanced with ML play a significant role to govern the new era of communication. This paper also provides a case study to apply the ML methods to IoT smart campus (SC) as a model to reach a secured IoT system for data collection and manipulation with guided research directions. © 2022 IEEE.
Author Keywords	internet of things; Machine learning; security; smart systems

Similar Articles

Id	Similarity	Authors	Title	Published
57725	0.932	Abdalzaher M.S.; Fouda M.M.; Elsayed H.A.; Salim M.M.	Toward Secured Iot-Based Smart Systems Using Machine Learning	IEEE Access, 11 (2023)
4273	0.893	Qureshi A.; Qureshi M.A.; Haider H.A.; Khawaja R.	A Review On Machine Learning Techniques For Secure Iot Networks	Proceedings - 2020 23rd IEEE International Multi-Topic Conference, INMIC 2020 (2020)
6593	0.885	Rao G.S.; Yuvaraj S.A.; Kondapi N.R.; Kumari A.R.; Palepu N.R.; Bharathi C.R.; Arulananth T.S.; Ebinezer M.J.D.	Advancements In Machine Learning For Iot: Ai-Driven Optimization And Security	Journal of Information Systems Engineering and Management, 10, 17 (2025)
35990	0.879	Chen Z.; Tian P.; Qian C.; Liao W.; Hussaini A.; Yu W.	Machine Learning Frameworks In Iot Systems: A Survey, Case Study, And Future Research Directions	Smart Spaces: a volume in Intelligent Data-Centric Systems (2024)
55462	0.879	Abdulla H.; Al-Raweshidy H.; Awad W.	The Era Of Internet Of Things: Towards Better Security Using Machine Learning	2023 International Conference on IT Innovation and Knowledge Discovery, ITIKD 2023 (2023)
1448	0.876	Muniswamy A.; Rathi R.	A Detailed Review On Enhancing The Security In Internet Of Things-Based Smart City Environment Using Machine Learning Algorithms	IEEE Access, 12 (2024)
36064	0.876	Alfahaid A.; Alalwany E.; Almars A.M.; Alharbi F.; Atlam E.; Mahgoub I.	Machine Learning-Based Security Solutions For Iot Networks: A Comprehensive Survey	Sensors, 25, 11 (2025)
975	0.874	Khan M.A.A.; Kaidi H.M.	A Comprehensive Survey Of Machine Learning Techniques In Next-Generation Wireless Networks And The Internet Of Things	Ingenierie des Systemes d'Information, 28, 4 (2023)
28691	0.873	Goel N.; Yadav R.K.	Handbook Of Research On Machine Learning-Enabled Iot For Smart Applications Across Industries	Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries (2023)
9015	0.873	Souissi H.; Mahamat M.; Jaber G.; Lakhlef H.; Bouabdallah A.	Analyses Of Recent Advances On Machine Learning-Based Trust Management For Mobile Iot Applications	2022 30th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2022 (2022)