Network Intrusion Detection on CIC-IDS Generalization 2017
98.18F1-scoreKNOWML
Evaluation results
| Method | Links | |
|---|---|---|
| KNOWMLDetection Model=EoA, Attack=DoS-SlowLoris (CIDS-17), Category=Non-Throughput2025.06 | 98.18 | |
| KNOWMLDetection Model=GMM, Attack=DoS-SlowLoris (CIDS-17), Category=Non-Throughput2025.06 | 98.03 | |
| KNOWMLDetection Model=DA, Attack=DoS-SlowLoris (CIDS-17), Category=Non-Throughput2025.06 | 97.14 | |
| KNOWMLDetection Model=DA, Attack=DoS-Slowhttptest (CIDS-17), Category=Non-Throughput2025.06 | 96.52 | |
| KNOWMLDetection Model=EoA, Attack=DoS-Slowhttptest (CIDS-17), Category=Non-Throughput2025.06 | 96.47 | |
| KNOWMLDetection Model=GMM, Attack=DoS-Slowhttptest (CIDS-17), Category=Non-Throughput2025.06 | 92.14 |