Network Intrusion Detection on NF-BoT-IoT (test)
90AccuracyMA-IDS
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MA-IDSExperience Library=fixed, Error Analysis Agent=disabled2026.04 | 90 | 90 | 90 | 89.75 | |
| SVM2026.04 | 88.21 | 89 | 88 | 88.6 | |
| Naïve Bayes2026.04 | 82.21 | 88 | 82 | 79.9 | |
| AdaBoost2026.04 | 70.41 | 67.58 | 70 | 88.6 | |
| GPT-4omode=Zero-Shot2026.04 | 21.6 | 19.5 | 22.25 | 17 |