Intrusion Detection on BoT-IoT (test)
96.5AccuracyMixGAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MixGANTrain Ratio=90%2025.08 | 96.5 | 96.5 | 96.5 | 96.5 | 96.5 | 95.4 | |
| MixGANTrain Ratio=80%2025.08 | 95.1 | 95.3 | 95.1 | 95 | 95.1 | 95.3 | |
| MixGANTrain Ratio=70%2025.08 | 92.9 | 93.3 | 92.9 | 92.9 | 92.9 | 93.3 | |
| GHLBO+DSATrain Ratio=90%2025.08 | 91.7 | 90.8 | 90.8 | 90.8 | 88.3 | 90.9 | |
| MixGANTrain Ratio=60%2025.08 | 91.6 | 91.6 | 91.6 | 91.6 | 91.6 | 91.6 | |
| FACVO-DNFNTrain Ratio=90%2025.08 | 91.4 | 85.9 | 88.9 | 87.4 | 88.9 | 90 | |
| GHLBO+DSATrain Ratio=80%2025.08 | 91.2 | 89 | 89.6 | 89.3 | 87.8 | 88.4 | |
| GHLBO+DSATrain Ratio=70%2025.08 | 90.8 | 88.5 | 89.1 | 88.8 | 87.2 | 87.8 | |
| GHLBO+DSATrain Ratio=60%2025.08 | 90.3 | 87.8 | 88.4 | 88.1 | 86.5 | 87.2 | |
| FACVO-DNFNTrain Ratio=80%2025.08 | 90.2 | 84.8 | 87.9 | 86.3 | 87.9 | 88.9 | |
| HLBO+DSATrain Ratio=90%2025.08 | 89.9 | 88.7 | 89.4 | 89 | 89.4 | 90.8 | |
| HLBO+DSATrain Ratio=80%2025.08 | 89.5 | 88.3 | 88.9 | 88.6 | 88.9 | 89.6 | |
| HLBO+DSATrain Ratio=70%2025.08 | 89.1 | 87.6 | 88.3 | 87.9 | 88.3 | 89.1 | |
| FACVO-DNFNTrain Ratio=70%2025.08 | 89.1 | 83.7 | 86.5 | 85.1 | 86.5 | 86.9 | |
| FT-DBNTrain Ratio=90%2025.08 | 89 | 83.7 | 85.8 | 84.7 | 85.8 | 87.5 | |
| FACVO-DNFNTrain Ratio=60%2025.08 | 88.7 | 83.4 | 82.8 | 83.1 | 82.8 | 85.4 | |
| HLBO+DSATrain Ratio=60%2025.08 | 88.5 | 87 | 87.9 | 87.4 | 87.9 | 88.4 | |
| FT-DBNTrain Ratio=80%2025.08 | 88 | 82.7 | 84.6 | 83.7 | 84.6 | 85.4 | |
| FT-DBNTrain Ratio=70%2025.08 | 86.7 | 81.5 | 82.3 | 81.9 | 82.3 | 84.5 | |
| FT-DBNTrain Ratio=60%2025.08 | 86.3 | 81.2 | 80.4 | 80.8 | 80.4 | 83.2 | |
| LUCIDTrain Ratio=90%2025.08 | 84.1 | 83.7 | 83.8 | 83.8 | 83.8 | 83.7 | |
| LUCIDTrain Ratio=80%2025.08 | 83.5 | 83.4 | 83.2 | 83.3 | 83.2 | 83.4 | |
| LUCIDTrain Ratio=70%2025.08 | 80.3 | 82.6 | 82.7 | 82.7 | 82.7 | 82.6 | |
| LUCIDTrain Ratio=60%2025.08 | 79.7 | 82 | 82.6 | 82.3 | 82.6 | 81.9 |