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 …

[HTML][HTML] Outlier detection strategies for WSNs: A survey

B Chander, G Kumaravelan - Journal of King Saud University-Computer …, 2022 - Elsevier
Abstract Wireless Sensor Networks (WSNs) are developed significantly from the last
decades and attracted the attention of scientific and industrial domains. In WSNs, sensor …

T2FL-PSO: Type-2 fuzzy logic-based particle swarm optimization algorithm used to maximize the lifetime of Internet of Things

S Sennan, S Ramasubbareddy… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, the Internet of Things (IoT) has evolved as a research field that transforms
human lifestyle from traditional to sophisticated. In IoT, the network plays a crucial role in …

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 …

Enhancing the lifetime of wireless sensor networks using fuzzy logic LEACH technique-based particle swarm optimization

M Gamal, NE Mekky, HH Soliman, NA Hikal - IEEE Access, 2022 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) have attracted significant attention because of their
widespread use in health care, habitat tracking, disaster prevention, agriculture, monitoring …

A security-and privacy-preserving approach based on data disturbance for collaborative edge computing in social IoT systems

P Zhang, Y Wang, N Kumar, C Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of things (IoT) has certainly become one of the hottest technology frameworks of
the year. It is deep in many industries, affecting people's lives in all directions. The rapid …

Multi-objective PSO based feature selection for intrusion detection in IoT based wireless sensor networks

S Subramani, M Selvi - Optik, 2023 - Elsevier
Abstract Internet of Things (IoT) utilization is increasing every day in both industry and other
applications recently. However, the IoT communication is under security threats from …

Energy efficient secured K means based unequal fuzzy clustering algorithm for efficient reprogramming in wireless sensor networks

SVN Santhosh Kumar, Y Palanichamy, M Selvi… - Wireless …, 2021 - Springer
Abstract Wireless Sensor Networks (WSNs) is a collection of tiny distributed sensor nodes
that have been used to sense the physical parameters of the environment where it has been …

Trust based secure and energy efficient routing protocol for wireless sensor networks

H Hu, Y Han, M Yao, X Song - IEEE access, 2021 - ieeexplore.ieee.org
Due to the characteristics of limited resources and dynamic topology, wireless sensor
networks (WSNs) are facing two major problems: security and energy consumption …