A Comprehensive Survey on Machine Learning‐Based Intrusion Detection Systems for Secure Communication in Internet of Things

SVN Santhosh Kumar, M Selvi… - Computational …, 2023 - Wiley Online Library
The Internet of Things (IoT) is a distributed system which is made up of the connections of
smart objects (things) that can continuously sense the events in their sensing domain and …

A systematic review of quality of service in wireless sensor networks using machine learning: Recent trend and future vision

M Pundir, JK Sandhu - Journal of Network and Computer Applications, 2021 - Elsevier
Abstract Wireless Sensor Network (WSN) is used in different research areas such as military,
industry, healthcare, agriculture, Internet of Things (IoT), transportation, and smart cities. The …

Optimized clustering routing framework to maintain the optimal energy status in the wsn mobile cloud environment

SS Vellela, R Balamanigandan - Multimedia Tools and Applications, 2024 - Springer
Nowadays, energy-efficient data transmission is one of the biggest challenges in Wireless
Sensor Networks (WSNs). Therefore, various routing protocols were developed to minimize …

ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs

T Khan, K Singh, MH Hasan, K Ahmad… - Future Generation …, 2021 - Elsevier
Trust-based secure routing schemes are more effective than cryptographic routing protocols
to convey energy-efficient data in WSNs since cryptographic protocols require high …

Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks

K SureshKumar, P Vimala - Computer Networks, 2021 - Elsevier
Energy efficiency is a key challenging task while designing routing model in Wireless
Sensor Network (WSN). Various energy efficiency routing approaches are designed to …

Optimized pollard route deviation and route selection using Bayesian machine learning techniques in wireless sensor networks

CN Vanitha, S Malathy, RK Dhanaraj, A Nayyar - Computer Networks, 2022 - Elsevier
Optimal route selection and circumventing the route deviation is essential in sensor
transmission to reach the destination properly and to save energy in sensors. Wireless …

An energy efficient clustered gravitational and fuzzy based routing algorithm in WSNs

M Selvi, SVN Santhosh Kumar, S Ganapathy… - Wireless Personal …, 2021 - Springer
Wireless sensor networks consist of many tiny sensor nodes which are deployed in various
geographical locations for sensing the normal spectacles and also to transmit the collected …

[HTML][HTML] Blockchain based secure routing and trust management in wireless sensor networks

S Awan, N Javaid, S Ullah, AU Khan, AM Qamar… - Sensors, 2022 - mdpi.com
In this paper, an encryption and trust evaluation model is proposed on the basis of a
blockchain in which the identities of the Aggregator Nodes (ANs) and Sensor Nodes (SNs) …

A Fuzzy Trust Evaluation of Cloud Collaboration Outlier Detection in Wireless Sensor Networks.

R Sabitha, AP Shukla, A Mehbodniya… - Adhoc & Sensor …, 2022 - search.ebscohost.com
One of the primary challenges in Wireless Sensor Networks (WSNs) is security. This
research proposes an efficient fuzzy trust evaluation of cloud collaboration outlier detection …

Energy-aware and trust-based secure routing protocol for wireless sensor networks using adaptive genetic algorithm

Y Han, H Hu, Y Guo - IEEE Access, 2022 - ieeexplore.ieee.org
Due to their working environments, limited resources and communication characteristics,
wireless sensor networks face some challenges including energy optimization and security …