Author:
Gopal S.B.,Poongodi C.,Nanthiya D.,Snega Priya R.,Saran G.,Sathya Priya M.
Abstract
Abstract
IoT is an evolving technology used in enormous applications in order to reduce the human intervention. As IoT is used in hybrid environment where it has to enable communication between multidisciplinary components it is facing lot more challenges. Security is the main issue had to be addressed. IoT devices are with limited power consumption; hence it’s not possible implement existing security algorithms as it is. Security attacks are increasing day by day; hence the dynamic solution has to be given rather than static solution. Machine learning is a promised technology that can be used in order to solve the security issues. This paper list out various work so far carried out in the area of machine learning for IoT security and solutions provided with future direction of research in this area.
Reference31 articles.
1. Minimum energy consumption objective function for RPL in internet of things;Gopal;International Journal of Scientific and Technology Research,2020
2. Anticipation of wormhole attacks by selective routing in wireless sensor networks;Nanthiya;International Journal of Scientific and Technology Research,2020
3. Structural analysis and detection of android Botnets using machine learning techniques;Kirubavathi;Int J Inf Secur,2018
4. Machine learning based solutions for security of Internet of Things (IoT): A survey;Tahsien,2020
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