[HTML][HTML] Improving reliability for detecting anomalies in the MQTT network by applying correlation analysis for feature selection using machine learning techniques

Imran, MFA Zuhairi, SM Ali, Z Shahid, MM Alam… - Applied Sciences, 2023 - mdpi.com
Anomaly detection (AD) has captured a significant amount of focus from the research field in
recent years, with the rise of the Internet of Things (IoT) application. Anomalies, often known …

Secure Communication Using Multi-Layer Perceptron Neural Network and the Adaptive-Network-Based Fuzzy Inference System in Wireless Network

J Kamala, GMK Nawaz - SN Computer Science, 2023 - Springer
Abstract A Wireless Sensor Network (WSN) consists of many sensor nodes that collect data
from various environmental conditions using the Internet of Things (IoT) and are often used …

Principal Component Analysis and Deep Learning-Based Traffic Anomaly Detection in WSN

V Shakya, J Choudhary… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) have advanced quickly due to the fast expansion of
wireless networks. Yet, because of their ease of use and versatility, security concerns have …