Research Article
Detection System of HTTP DDoS Attacks in a Cloud Environment Based on Information Theoretic Entropy and Random Forest
Algorithm 2
Preprocessing module algorithm.
1 Preprocess | Input: Abnormal network traffic | Output: Cleaned and normalized network traffic subsets | 2 foreach Abnormal subset in Dataset do | 3 Cleaning each column the suspected traffic data | 4 Maintain unique data format for each column | 5 Normalize values of each column | 6 end |
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