Malicious attack alleviation using improved time-based dimensional traffic pattern generation in uwsn

T. SARAVANAN; S. SARAVANAKUMAR; GOPAL RATHINAM; M. NARAYANAN; T. POONGOTHAI; P. SANTOSH KUMAR PATRA; SUDHAKAR SENGAN

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Malicious attack alleviation using improved time-based dimensional traffic pattern generation in uwsn

Author(s)

T. SARAVANAN Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli,India

S. SARAVANAKUMAR Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli,India

GOPAL RATHINAM University Of Buraimai, Department Of Information And Communication Engineering, Al Buraimi, Oman

M. NARAYANAN Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli, India

T. POONGOTHAI Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli, India

P. SANTOSH KUMAR PATRA Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli, India

SUDHAKAR SENGAN Psn College Of Engineering And Technology, Department Of Cse,Tirunelveli, India

Abstract

A group of permanent and movable submarine electromagnetic clusters make up the submarine network components. The architecture may change back and forth through time depending on the methodological perspective and the diverse application demands. The majority of researchers have been using constellation architectural networks in current history. In such a networks, the cluster head gathers and delivers intra-cluster and cross - functional and cross data packets. Clustering leaders are chosen energy is a measure of the remaining node, the ideal quantity of Member Nodes, and electricity usage. The choice of cluster head minimizes power consumption and extends the longevity of the lifespan connection. Any form of show's primary issue is protection. Demand of Service (DoS) attacks can impact underwater wireless sensing (UWSNs) despite if they are implemented using modern techniques. As an outcome of these attacks, collaboration connectivity nodes are disrupted, and the program's capacity is reduced. Destructive attacks, often known as denial-of-service (DoS) operations, can be carried in a variety of methods that are not available in plenty of other communications links. These can be initiated at any point in the transport ward's hierarchy. Even if UWSNs are all well by encryption techniques, Attacks can always be a hazard. In this regard, we propose the primary goal of Improved Time-based Dimensional Malicious Alleviation (ITDMA) to safeguard against DoS attacks when directing at the protocol stack. We used the Deep Insight approach to convert numerical features into standard regarding in this investigation. The input data was then classified as malicious actions using these properties in a proposed bi-level classification system. This research would focus on the gateway node and risk based approach, with a good output in terms of classification accuracies, false positive rate, and capacity.

Publication Details

Page(s) 682-689

DOI DOI not available

Published Journal: Journal of Theoretical and Applied Information Technology, Volume: 100, Issue: 3, Year: 2022

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Keywords

UWSN, ITDMA, Alleviation, Foraging motion, Network trace and False alarm

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