Research Article

DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System

Table 1

CICIDS2017 dataset.

DateTypeSize

MondayNormal11.0GB
TuesdayNormal + Force + SFTP + SSH11.0GB
WednesdayNormal + Dos + Heartbleed Attacks13GB
ThursdayNormal + XSS + Web Attack + Infiltration7.8GB
FridayNormal + Botnet + PortScan + DDoS8.3GB