Table 5 Environmental bias check
From: LSTM RNN: detecting exploit kits using redirection chain sequences
Feature | Condition | Accuracy | Precision | Recall | F1 Score |
|---|---|---|---|---|---|
Content | Averages only | 0.993 | 1.0 | 0.9593 | 0.9793 |
All | No redirect timing | 0.9944 | 0.9877 | 0.98 | 0.9837 |
All | Equalised dataset | 0.9882 | 0.9881 | 0.9881 | 0.9881 |