Table 1 Entire CSE-CIC-IDS2018 dataset by files/days (only web attacks and normal traffic are used in our experiments)
From: Investigating rarity in web attacks with ensemble learners
Day | Normal instances | Attack instances |
|---|---|---|
02/14 Wed—Brute Force | 667,626 | 380,949 |
02/15 Thurs—DoS | 996,077 | 52,498 |
02/16 Fri—DoS | 446,772 | 601,802 |
02/20 Tues—DDoS | 7,372,557 | 576,191 |
02/21 Wed—DDoS | 360,833 | 687,742 |
02/22 Thu—Web | 1,048,213 | 362 |
02/23 Fri—Web | 1,048,009 | 566 |
02/28 Wed—Infiltration | 544,200 | 688,871 |
03/01 Thurs—Infiltration | 238,037 | 93,063 |
03/02 Fri—Bot | 762,384 | 286,191 |
Total Records | 13,484,708 | 2,748,235 |