Research Article

FCNN: An Efficient Intrusion Detection Method Based on Raw Network Traffic

Table 4

CSE-CIC-IDS2018 data subset.

Data subsetCollection timeAttack typeTotal number of samples

Sub_DS1Wednesday-14-02-2018Benign663,808
FTP-BruteForce193,354
SSH-BruteForce187,589
Sub_DS2Thursday-15-02-2018Benign988,050
DoS-GoldenEye41,508
DoS-slowloris10,990
Sub_DS3Thursday-01-03-2018Benign235,778
Penetration attack92,403