Streaming Network Intrusion Detection on AIT-ADS (streaming)
1.03Rolling Benign FPRADWIN-hybrid
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ADWIN-hybridStrategy=ADWIN-hybrid, Nominal Budget=1.00%2026.05 | 1.03 | 2,632 | 5,467 | 532 | 11 | 216 | 316 | |
| FrozenStrategy=Frozen, Nominal Budget=1.00%2026.05 | 1.19 | 4,589 | 9,532 | 0 | 0 | 0 | 0 | |
| PeriodicStrategy=Periodic, Nominal Budget=1.00%2026.05 | 1.19 | 4,589 | 9,532 | 2,000 | 40 | 14 | 1,986 | |
| ADWIN-randomStrategy=ADWIN-random, Nominal Budget=1.00%2026.05 | 2.4 | 10,598 | 22,013 | 782 | 16 | 76 | 706 |