Intrusion Detection on CICIoT Mirai 2023
1TNRBaseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline2026.01 | 1 | 0 | 0.905 | 0.095 | |
| SMOTENumber of neighbors (k)=52026.01 | 1 | 0 | 0.51 | 0.49 | |
| VAEEncoder hidden widths=[128 64], Decoder hidden widths=[64 128], Max. epochs=300, Optimizer=Adam2026.01 | 1 | 0 | 0.252 | 0.748 | |
| GANGenerator hidden widths=[128 128], Discriminator hidden widths=[128 128], Max. epochs=300, Optimizer=Adam2026.01 | 1 | 0 | 0.286 | 0.714 | |
| DMDiffusion schedule=linear, Max. epochs=400, Optimizer=Adam2026.01 | 1 | 0 | 0.143 | 0.857 | |
| LDM2026.01 | 0.996 | 0.4 | 0 | 1 |