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Figure 5 Role of ML/ DL in IoT security.
IoT devices and networks are growing rapidly worldwide and some of the researchers predict that the revenue generated due to
smart IoT devices will reach 4 to 11 trillion dollars in 2025 [10]. The huge data traffic management and its security has become
biggest concern worldwide. Although, a lot of research has been done in these areas, further research and validation is necessary
to manage the ever-growing data traffic and emerging zero-day attacks. To meet this demand, intelligent techniques, resources,
investment and research scientists are required in Qatar and every technologically advancing country.
References:
[1] Miorandi, Daniele, et al. "Internet of things: Vision, applications and research challenges." Ad hoc networks 10.7 (2012): 1497-1516.
[2] Chase, J. (2013). The evolution of the internet of things. Texas Instruments, 1.
[3] Asad, Mohammad & Memon, Zulfiqar & Syed, Tahir & Memon, Jamshed & Alshboul, Rabah. (2017). Addressing Future Data Management Challenges in IoT:
A Proposed Framework. International Journal of Advanced Computer Science and Applications. 8. 10.14569/IJACSA.2017.080525.
[4] J. Fu, Y. Liu, H. Chao, B. K. Bhargava and Z. Zhang, "Secure Data Storage and Searching for Industrial IoT by Integrating Fog Computing and Cloud Computing,"
in IEEE Transactions on Industrial Informatics, vol. 14, no. 10, pp. 4519-4528, Oct. 2018.
[5] Dobre C, Xhafa F. Intelligent services for big data science. Future Generation Computer Systems. 2014 Jul 1;37:267-81.
[6] Jabbar, Rateb, et al. "Applied Internet of Things IoT: Car monitoring system for Modeling of Road Safety and Traffic System in the State of Qatar." Qatar
Foundation Annual Research Conference Proceedings. Vol. 2018. No. 3. Qatar: HBKU Press, 2018.
[7] Daza, Vanesa & Pietro, Roberto & Klimek, Ivan & Signorini, Matteo. (2017). CONNECT: CONtextual NamE disCovery for blockchain-based services in the IoT.
1-6. 10.1109/ICC.2017.7996641.
[8] Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015). Internet of things: A survey on enabling technologies, protocols, and applications.
IEEE communications surveys & tutorials, 17(4), 2347-2376.
[9] Al-Garadi, Mohammed Ali, Amr Mohamed, Abdulla Al-Ali, Xiaojiang Du, and Mohsen Guizani. "A survey of machine and deep learning methods for internet of
things (IoT) security." arXiv preprint arXiv:1807.11023 (2018).
[10] IoT Revenue Projected to Reach $3 Trillion by 2025,