Research Article
Intrusion Detection System Using the G-ABC with Deep Neural Network in Cloud Environment
| (1) | Apply preprocessing on DFILE | | (2) | Preprocessed DFILE = Replace (String with PDF (DFILE)) | | (3) | Apply Normalization to scale data in same range | | (4) | Normalized Data = []//To store normalized data | | (5) | For I in range (Col) | | (6) | Selected Data = Preprocessed DFILE (I) | | (7) | Maximum = max (Selected Data)//Maximum value in DFILE | | (8) | Minimum = min (Selected Data)//Minimum value in DFILE | | (9) | If Maximum > 1 | | (10) | For J in range (Selected Data, Row) | | (11) | If Selected Data (J) = = 0 | | (12) | Normalized Data (J, I) = 0 | | (13) | Else | | (14) | Normalized Data (J, I)=(Selected Data (J)-Minimum)/(Maximum-Minimum) | | (15) | End–If | | (16) | End–For | | (17) | Else | | (18) | For J in range (Selected Data, Row) | | (19) | Normalized Data (J, I) = Selected Data (J) | | (20) | End–For | | (21) | End–If | | (22) | End–For |
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