Network Intrusion Detection on CSE-CIC-IDS2018 (test)
88.9AUROCRSST-NIDS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RSST-NIDSTraining Dataset=CIC-IDS2017, Fine-tuning Status=None, Number of runs=52026.04 | 88.9 | 0.61 | |
| CCSSL-styleTraining Dataset=CIC-IDS2017, Fine-tuning Status=None, Number of runs=52026.04 | 85.1 | 0.52 | |
| SSL (Contrastive)Training Dataset=CIC-IDS2017, Fine-tuning Status=None, Number of runs=52026.04 | 83.6 | 0.49 | |
| Transformer (Supervised)Training Dataset=CIC-IDS2017, Fine-tuning Status=None, Number of runs=52026.04 | 80.2 | 0.41 |