Applying a sparsely gated Mixture of Experts layer after a CNN feature extractor yields 99.96% accuracy on 5G-NIDD and 79.59% on NANCY, though without statistical significance testing.
Expert gate: Lifelong learning with a network of experts
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Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond
Applying a sparsely gated Mixture of Experts layer after a CNN feature extractor yields 99.96% accuracy on 5G-NIDD and 79.59% on NANCY, though without statistical significance testing.