no code implementations • 1 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.