Intrusion Detection on CICIoT DDoS 2023
100TNRBaseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline2026.01 | 100 | 0 | 69.9 | 30.1 | |
| SMOTENumber of neighbors (k)=52026.01 | 100 | 0 | 19.4 | 80.6 | |
| VAEEncoder hidden widths=[128 64], Decoder hidden widths=[64 128], Max. epochs=300, Optimizer=Adam2026.01 | 100 | 0 | 7.5 | 92.5 | |
| GANGenerator hidden widths=[128 128], Discriminator hidden widths=[128 128], Max. epochs=300, Optimizer=Adam2026.01 | 100 | 0 | 11.8 | 88.2 | |
| DMDiffusion schedule=linear, Max. epochs=400, Optimizer=Adam2026.01 | 100 | 0 | 6.5 | 93.5 | |
| LDM2026.01 | 100 | 0 | 1.1 | 98.9 |