Výsledky vyhledávání - "Moirangthem Marjit Singh"

Akademický článek

SWOSBC: A Novel Optimizer for Learning Convolutional Neural Network

Autor: Shubhankar Bhakta, Utpal Nandi, Kuheli Ray Mahapatra, Moirangthem Marjit Singh, Abdulfattah Noorwali

Publikováno v: IEEE Access, Vol 12, Pp 156458-156470 (2024)

Deep Neural Networks (DNNs) that aim to maximize accuracy and decrease loss can be trained using optimization algorithms. One of the most significant fields of research is the creation of an efficient optimization technique. Most adaptive optimizers,

Externí odkaz: https://doaj.org/article/0bff71c37b474f5a8fef058b132663f0

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Akademický článek

A novel ensemble learning-based model for network intrusion detection

Autor: Ngamba Thockchom, Moirangthem Marjit Singh, Utpal Nandi

Publikováno v: Complex & Intelligent Systems, Vol 9, Iss 5, Pp 5693-5714 (2023)

Abstract The growth of Internet and the services provided by it has been growing exponentially in the past few decades. With such growth, there is also an ever-increasing threat to the security of networks. Several efficient countermeasures have been

Externí odkaz: https://doaj.org/article/aa18b0d92dab49c3bba54efc1625e45f

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Akademický článek

Artificial Neural Synchronization Using Nature Inspired Whale Optimization

Autor: Arindam Sarkar, Mohammad Zubair Khan, Moirangthem Marjit Singh, Abdulfattah Noorwali, Chinmay Chakraborty, Subhendu Kumar Pani

Publikováno v: IEEE Access, Vol 9, Pp 16435-16447 (2021)

In this article, a whale optimization-based neural synchronization has been proposed for the development of the key exchange protocol. At the time of exchange of sensitive information, intruders can effortlessly perform sniffing, spoofing, phishing,

Externí odkaz: https://doaj.org/article/b469b39f766c446b9887de1a554054e6

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Akademický článek

Nature-Inspired Gravitational Search-Guided Artificial Neural Key Exchange for IoT Security Enhancement

Autor: Arindam Sarkar, Moirangthem Marjit Singh, Mohammad Zubair Khan, Omar H. Alhazmi

Publikováno v: IEEE Access, Vol 9, Pp 76780-76795 (2021)

The advantages of IoT are incontrovertible; however, significant risks and uncertainties over the protection of best practices and their related costs prevent many companies from adopting the technology. Also, users are aware of the consequences of b

Externí odkaz: https://doaj.org/article/36d9f3af732b4dcaa44e8a0e317270ac

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