From: Detecting web attacks using random undersampling and 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 |