Research Article
A New Generalized Deep Learning Framework Combining Sparse Autoencoder and Taguchi Method for Novel Data Classification and Processing
Table 5
Autoencoder 1 S/N ratios obtained in the Taguchi experimental design for DDOS attack detection.
| Levels | HS | ME | L2 | SR | SP |
| 1 | -27.72 | -27.72 | -27.33 | -27.59 | -27.83 | 2 | -27.54 | -27.69 | -27.28 | -27.09 | -27.33 | 3 | -27.31 | -27.31 | -27.49 | -27.54 | -27.25 | 4 | -26.91 | -27.44 | -27.49 | -27.54 | -27.25 | 5 | -27.68 | -27.51 | -27.32 | -27.34 | -27.18 | Delta | 0.80 | 0.46 | 0.48 | 0.51 | 0.65 | Rank | 1 | 5 | 4 | 3 | 2 |
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