Advances in Science and Technology – Research Journal · 2022 · 33 citations · 20 references
ComputingComputer EngineeringComputer ScienceComputer SecurityMachine LearningNetwork SecurityAnomaly DetectionClassificationComputer IntrusionIntrusion DetectionNetwork EncryptionNetwork Traffic AnalysisAccuracyAttributesMachine Learning For Intrusion DetectionNaive BayesNaive Bayes ClassificationNetwork Intrusion DetectionPacket ClassificationRandom Forest Classification
which is known as Network-based IDS (NIDS). As a result, a variety of methodologies, including evolutionary, information theory, statistical, and machine-learning techniques, have been employed to create a model that can detect abnormalities well.
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Machine Learning and Deep Learning Methods for Cybersecurity
Yang Xin, Lingshuang Kong, Zhi Liu et al. · IEEE Access · 2018 · 1.2K citations · Full text