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 …

Energy sustainability in wireless sensor networks: an analytical survey

EA Evangelakos, D Kandris, D Rountos… - Journal of Low Power …, 2022 - mdpi.com
Wireless Sensor Networks (WSNs) are considered to be among the most important scientific
domains. Yet, the exploitation of WSNs suffers from the severe energy restrictions of their …

Deep federated learning enhanced secure POI microservices for cyber-physical systems

Z Guo, K Yu, Z Lv, KKR Choo, P Shi… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
An essential consideration in cyber-physical systems (CPS) is the ability to support secure
communication services, such as points of interest (POI) microservices. Existing approaches …

Improved deep convolutional neural network based malicious node detection and energy-efficient data transmission in wireless sensor networks

M Kumar, P Mukherjee, K Verma… - … on Network Science …, 2021 - ieeexplore.ieee.org
Wireless Sensors Networks (WSN) is the self-configured Wireless Ad hoc Networks
(WANET) for Internet of Things (IoT) which consists of a huge measure of resource …

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 …

QoS aware trust based routing algorithm for wireless sensor networks

T Kalidoss, L Rajasekaran, K Kanagasabai… - Wireless Personal …, 2020 - Springer
Abstract In Wireless Sensor Network (WSN), the lifetime optimization based on minimal
energy consumption and security are the crucial issues for the effective design of protocols …

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 …

SHSDA: secure hybrid structure data aggregation method in wireless sensor networks

M Naghibi, H Barati - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
Wireless sensor networks (WSNs) are composed of several nodes, distributed in a
geographical region. Limited energy of nodes is the main challenge of WSNs. Hence, it is …

[HTML][HTML] Trust-based decentralized blockchain system with machine learning using Internet of agriculture things

T Saba, A Rehman, K Haseeb, SA Bahaj… - Computers and Electrical …, 2023 - Elsevier
The growth of Internet of Agriculture Things (IoAT) with wireless technologies has resulted in
significant advances for smart farming systems. However, various techniques have been …

Network intrusion detection based on deep learning model optimized with rule-based hybrid feature selection

FE Ayo, SO Folorunso, AA Abayomi-Alli… - … Security Journal: A …, 2020 - Taylor & Francis
ABSTRACT Network Intrusion Detection System (NIDS) is often used to classify network
traffic in an attempt to protect computer systems from various network attacks. A major …