Title: A deterministic approach with Markov chain algorithm to impose higher order security in dynamic wireless sensor networks

Authors: M.S.S. Sasikumar; A.E. Narayanan

Addresses: Department of Computer Science and Engineering, Periyar Maniammai Institute of Science and Technology, Vallam, Thanjavur, India ' Department of Computer Science and Engineering, Periyar Maniammai Institute of Science and Technology, Vallam, Thanjavur, India

Abstract: Wireless sensor networks are deployed based on their application environment. Since WSN are modality based, they sense data based on the type of data, they must sense. Unless otherwise we deploy proper algorithms and governance on to the sensor nodes, they behave in a normal way. We tried an attempt to provide a pilot scheme to establish a scheme called 'ORDER- optimal retrospective decision enrichment for reliability', which analyses the previous tasks of the sensor nodes and categorise those nodes under different categories related to specific tasks. The algorithm ORDER analyses the tasks and assigns the tasks to the sensor nodes and monitor whether the tasks are being performed in a time bound manner without any compromise into security aspects. Our model is compared with the existing benchmarked approaches and found better in terms of reliability, data integrity and data consistency, throughput and BER.

Keywords: ORDER; Markov chain; deterministic; retrospective; sensor nodes; reliability; FEDSEC; adversarial; security; federated learning.

DOI: 10.1504/IJCCBS.2024.146770

International Journal of Critical Computer-Based Systems, 2024 Vol.11 No.4, pp.235 - 254

Received: 12 May 2023
Accepted: 22 Jun 2023
Published online: 17 Jun 2025 *

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