Intrusion Detection on CICIoT MitM 2023
1TNRBaseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline2026.01 | 1 | 0 | 1 | 0 | |
| SMOTENumber of neighbors (k)=52026.01 | 0.997 | 0.003 | 0.783 | 0.217 | |
| DMDiffusion schedule=linear, Max. epochs=400, Optimizer=Adam2026.01 | 0.815 | 0.185 | 0.267 | 0.733 | |
| LDM2026.01 | 0.757 | 0.243 | 0.317 | 0.683 | |
| VAEEncoder hidden widths=[128 64], Decoder hidden widths=[64 128], Max. epochs=300, Optimizer=Adam2026.01 | 0.393 | 0.607 | 0.1 | 0.9 | |
| GANGenerator hidden widths=[128 128], Discriminator hidden widths=[128 128], Max. epochs=300, Optimizer=Adam2026.01 | 0.355 | 0.645 | 0.083 | 0.917 |