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- research-articleJanuary 2025
Attentive Dual Residual Generative Adversarial Network for Energy‐Aware Routing Through Golden Search Optimization Algorithm in Wireless Sensor Network Utilizing Cluster Head Selection
Transactions on Emerging Telecommunications Technologies (TETT), Volume 36, Issue 1https://doi.org/10.1002/ett.70035ABSTRACTWireless Sensor Networks (WSNs) are extensively used in event monitoring and tracking, particularly in scenarios that require minimal human intervention. However, a key challenge in WSNs is the short lifespan of sensor nodes (SN), as continuous ...
Wireless Sensor Networks (WSNs) have become indispensable for monitoring and tracking events autonomously, without human intervention. However, a critical challenge in WSNs is the short lifespan of sensor nodes due to continuous sensing, leading to rapid ...
- research-articleAugust 2023
MS‐ADS: Multistage Spectrogram image‐based Anomaly Detection System for IoT security
Transactions on Emerging Telecommunications Technologies (TETT), Volume 34, Issue 8https://doi.org/10.1002/ett.4810AbstractThe innovative computing idea of Internet‐of‐Things (IoT) architecture has gained tremendous popularity over the last decade, resulting in an exponential increase in the connected devices and the data processed in the IoT networks. Since IoT ...
This research article proposes an efficient deep learning‐based anomaly detection system (MS‐ADS) for an IoT network, utilizing spectrogram images generated from the IoT network flows. These spectrogram images are then used to train two deep Convolutional ...