Trust score estimation for device to device communication in internet of thing using fuzzy approach
| Autor: | Rajkumar V. Patil, Parikshit N. Mahalle, Gitanjali R. Shinde |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Estimation
Computer Networks and Communications Computer science business.industry Applied Mathematics Device to device Fuzzy set Linguistic value 020206 networking & telecommunications 02 engineering and technology Trust score computer.software_genre Fuzzy logic Computer Science Applications Computational Theory and Mathematics Artificial Intelligence 0202 electrical engineering electronic engineering information engineering Trust management (information system) 020201 artificial intelligence & image processing Data mining Electrical and Electronic Engineering Internet of Things business computer Information Systems |
| Zdroj: | International Journal of Information Technology. 14:1355-1365 |
| ISSN: | 2511-2112 2511-2104 |
| Popis: | Rapid development in the Internet of Things every day more and more devices are touching the human world from CCTV cameras to light sensors to washing machines to smoke sensors etc. When IoT device communicates with each other there are many issues and challenges regarding security and privacy. One of the important issue is trust management and how to calculate the trust score. This issue and challenge are proposed in this paper. The proposed method makes trust score calculation in IoT very much promising. The fuzzy method is proposed in this paper that is more reliable than other fuzzy approaches used in the past. This fuzzy approach uses three linguistic values for six parameters which are calculated from data collected from IoT devices. The output of the fuzzy method is a fuzzy set which has three linguistic value. In this paper, we have also generated real-time datasets using a fuzzy approach and calculating all six parameters whose values are extracted from devices. We generate two datasets and compare them to check our approach of calculating the trust score is correct or not. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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