Threat Detection on Tri-IDS (BOT-IOT + CICIDS2017 + NSL-KDD)
93.76AccuracyKAN-LSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KAN-LSTM2026.03 | 93.76 | 95.85 | 91.06 | 93.39 | |
| ConvKAN2026.03 | 93.45 | 94.12 | 92.5 | 93.36 | |
| KANsNumber of layers=22026.03 | 93.45 | 94.34 | 92.01 | 93.16 | |
| KANsNumber of layers=52026.03 | 93.2 | 92.82 | 92.76 | 92.79 | |
| MLPNumber of layers=52026.03 | 93.1 | 93.54 | 92.12 | 92.83 | |
| LSTM2026.03 | 93.05 | 95.21 | 91.22 | 93.17 | |
| MLPNumber of layers=22026.03 | 93.05 | 94.7 | 90.74 | 92.68 | |
| CNN2026.03 | 92.6 | 91.5 | 91.2 | 91.9 |