Deep Learning Strategies for Security Enhancement in Wireless Sensor Networks
Wireless sensor networks have gained significant attention industrially and academically due to their wide range of uses in various fields. Because of their vast amount of applications, wireless sensor networks are vulnerable to a variety of security attacks. The protection of wireless sensor networks remains a challenge due to their resource-constrained nature, which is why researchers have begun applying several branches of artificial intelligence to advance the security of these networks. Research is needed on the development of security practices in wireless sensor networks by using smart technologies.
Deep Learning Strategies for Security Enhancement in Wireless Sensor Networks provides emerging research exploring the theoretical and practical advancements of security protocols in wireless sensor networks using artificial intelligence-based techniques. Featuring coverage on a broad range of topics such as clustering protocols, intrusion detection, and energy harvesting, this book is ideally designed for researchers, developers, IT professionals, educators, policymakers, practitioners, scientists, theorists, engineers, academicians, and students seeking current research on integrating intelligent techniques into sensor networks for more reliable security practices.
The chapter presents a study on ensuring the information security of the Russian Federation in the field of the internet of things (IoT), an analysis of Russian state policy in this field and methods for its implementation in terms of technical and legal regulation, and the directions of state development in field creating a system of regulation of relations in the field of IoT. To present the general picture of the state's opposition to the risks and threats arising from the use of the IoT, a comparison is made of the risks and threats used by the FSTEC of Russia and ENISA. The authors disclose Russian approaches to ensuring information security, reflected in state strategic documents, including the strategy adopted in 2015 in the field of ensuring information security by switching to their own information technologies. In conclusion, recommendations are made for government bodies and users to ensure integrated information security.