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.
Original language | English |
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Title of host publication | Proceedings of the 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 50-56 |
Number of pages | 7 |
ISBN (Electronic) | 9798350396454 |
DOIs | |
State | Published - 2022 |
Externally published | Yes |
Event | 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022 - Virtual, Online, Indonesia Duration: 24 Nov 2022 → 26 Nov 2022 |
Publication series
Name | Proceedings of the 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022 |
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Conference
Conference | 2022 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2022 |
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Country/Territory | Indonesia |
City | Virtual, Online |
Period | 24/11/22 → 26/11/22 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
Keywords
- internet of things
- Machine learning
- security
- smart systems
ASJC Scopus subject areas
- Computer Networks and Communications
- Computer Science Applications
- Computer Vision and Pattern Recognition
- Information Systems
- Modeling and Simulation
- Artificial Intelligence