MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs

MA Talukder, S Sharmin, MA Uddin, MM Islam… - International Journal of …, 2024 - Springer
In the domain of cyber-physical systems, wireless sensor networks (WSNs) play a pivotal
role as infrastructures, encompassing both stationary and mobile sensors. These sensors …

[HTML][HTML] Enhancing IoT Security Using GA-HDLAD: A Hybrid Deep Learning Approach for Anomaly Detection

I Mutambik - Applied Sciences, 2024 - mdpi.com
The adoption and use of the Internet of Things (IoT) have increased rapidly over recent
years, and cyber threats in IoT devices have also become more common. Thus, the …

Re-locative guided search optimized self-sparse attention enabled deep learning decoder for quantum error correction

UU Shinde, R Bandaru - Scientific Reports, 2025 - nature.com
Heavy hexagonal coding is a type of quantum error-correcting coding in which the edges
and vertices of a low-degree graph are assigned auxiliary and physical qubits. While many …

[HTML][HTML] Hybrid dung beetle optimization based dimensionality reduction with deep learning based cybersecurity solution on IoT environment

AK Alkhalifa, N Alruwais, W Mansouri, MA Arasi… - Alexandria Engineering …, 2025 - Elsevier
Abstract The Internet of Things (IoT) interconnects various devices and objects through the
Internet to interact with corresponding devices or machines. Now, consumers can purchase …

[HTML][HTML] Hybrid Sine-Cosine Chimp optimization based feature selection with deep learning model for threat detection in IoT sensor networks

MA Alkhonaini, A Al Mazroa, M Aljebreen… - Alexandria Engineering …, 2024 - Elsevier
Abstract Internet of Things (IoT) sensor networks are connected systems of physical devices
set with actuators, sensors, and communication abilities, allowing them to gather, spread …

Enhanced Intrusion Detection in Wireless Sensor Networks: A Voting and Particle Swarm Optimization Approach

A Jaradat, S Alhatamleh, A Nasayreh… - 2024 IEEE 21st …, 2024 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are of great importance in advanced technologies in the
modern develo** world as they are widely used in many applications. Although encryption …

[PDF][PDF] Intrusion Detection System Using Chaotic Walrus Optimization-based Convolutional Echo State Networks for IoT-assisted Wireless Sensor Networks

S Bahmaid, SAM Ghaleb - jowua.com
Abstract Wireless Sensor Networks (WSN) based Internet of Things (IoT) networks have
achieved greater research interest due to their multi-purpose data collection and …

[ZITATION][C] Enhancing Cybersecurity via Anomaly Recognition using Thermal Exchange Fractals Optimization with Deep Learning on IoT Networks

AA Alhashmi, H Alamro, M Aljebreen, M Alghamdi… - Fractals, 2024 - World Scientific
Abstract The Internet of Things (IoT) refers to the interconnected network of objects and
devices that seamlessly communicate and share information. The need for robust …