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Table 2 Some of the features in the CIC-IDS 2018 Dataset

From: A novel time efficient learning-based approach for smart intrusion detection system

Feature

Description

Feature

Description

fl_dur

Flow duration

bw_iat_tot

Total time between two packets sent in the backward direction

tot_fw_pk

Total packets in the forward direction

bw_iat_avg

Mean of the time between two packets sent in the backward direction

tot_bw_pk

Total packets in the backward direction

bw_iat_std

Standard deviation time between two packets sent in the backward direction

tot_l_fw_pkt

Total size of the packet in the forward direction

bw_iat_max

Maximum time between two packets sent in the backward direction