Network intrusion detection model SGM-CNN based on class imbalance processing

For the data class imbalance problem, the present invention provides an effective network intrusion detection model SGM-CNN based on a Synthetic Minority Over-Sampling Technique (SMOTE) and a GaussianMixture Model (GMM) based on a data flow. According to the technical scheme, the method comprises th...

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Bibliographische Detailangaben

Hauptverfasser:	HUANG LULU, ZHANG HONGPO, ZHANG YANG, DONG ZHONGREN
Format:	Patent
Sprache:	chi ; eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY PHYSICS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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