Research Article
A Novel Approach for Detecting DGA-Based Botnets in DNS Queries Using Machine Learning Techniques
Table 5
Comparison of computation time of algorithms with and without the main analysis component dataset.
| | Name algorithms | Time of algorithms with the main analysis component dataset (sec) | Time of algorithms without the main analysis component dataset (sec) |
| | Decision tree | 71.128 | 75.467 | | Random forest | 69.027 | 73.158 | | SVM | 81.208 | 97.621 | | Logistic regression | 77.817 | 92.237 |
|
|
