3 Result(s)
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Article
Open AccessMLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs
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 self-organize and establish multi...
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Article
Open AccessMachine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
Cybersecurity has emerged as a critical global concern. Intrusion Detection Systems (IDS) play a critical role in protecting interconnected networks by detecting malicious actors and activities. Machine Learni...
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Article
Open AccessCollaborative neighbor discovery in directional wireless sensor networks: algorithm and analysis
In directional wireless sensor networks (DSNs), sensor nodes with directional antennas provide extended network lifetime and better coverage performance. However, one of the key challenges of directional nodes...
