Table 3 A part of features in the CSE-CIC-IDS2018 dataset
Feature name | Feature short description |
|---|---|
Dst Port | Destination port of connection |
Protocol | Protocol used during connection |
Timestamp | Time that connection occurred |
Flow Duration | Duration that connection occurred |
Tot Fwd Pkts | Total number of forward packets |
Tot Bwd Pkts | Total number of backward packets |
TotLen Fwd Pkts | Total length of forward packets |
Fwd Pkt Len Max | Maximum length of forward packets |
Bwd Pkt Len Mean | Mean size of packet in backward direction |
Flow IAT Std | Standard deviation time between two packets sent in the forward direction |
Fwd Seg Size Min | Minimum segment size observed in the forward direction |
…… | …… |
Active Mean | Mean time a flow was active before becoming idle |
Idle Std | Standard deviation time a flow was idle before becoming active |
Idle Min | Minimum time a flow was idle before becoming active |
Label | Describes if file is Attack or Benign |