Intrusion Detection on Network traffic log (train)
81.54AccuracyGRU-SVM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GRU-SVMEpochs=5, Batch Size=256, Cell Size=256, Dropout Rate=0.85, Learning Rate=1e-5, SVM C=0.52017.09 | 81.54 | 131.21 | 16.72 | 889,327 | 862,419 | |
| GRU-SoftmaxEpochs=5, Batch Size=256, Cell Size=256, Dropout Rate=0.8, Learning Rate=1e-62017.09 | 63.07 | 0.6214 | 17.18 | 3,017,548 | 487,175 |