Search Results for author: Azizjon Meliboev

Found 1 papers, 0 papers with code

1D CNN Based Network Intrusion Detection with Normalization on Imbalanced Data

no code implementations1 Mar 2020 Azizjon Meliboev, Jumabek Alikhanov, Wooseong Kim

We establish a machine learning model based on the 1D-CNN by serializing Transmission Control Protocol/Internet Protocol (TCP/IP) packets in a predetermined time range as an invasion Internet traffic model for the IDS, where normal and abnormal network traffics are categorized and labeled for supervised learning in the 1D-CNN.

Network Intrusion Detection Time Series

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