Research Article
N-Gram, Semantic-Based Neural Network for Mobile Malware Network Traffic Detection
Table 3
Description of the different domain composition architectures.
| Domain composition number | Domain representation architecture description in detail |
| 1 | Unigram CNN kernel with width of 1 | 2 | Bigram CNN kernel with width of 2 | 3 | Trigram CNN kernel with width of 3 | 4 | 4-gram CNN kernel with width of 4 | 5 | 5-gram CNN kernel with width of 5 | 6 | Multi N-gram CNN kernels with widths of 1, 3, and 5 | 7 | Multi N-gram CNN kernels with widths of 2 and 4 | 8 | Multi N-gram CNN kernels with widths of 1, 2, 3, 4, and 5 | 9 | Multi N-gram CNN kernels with widths of 1, 2, 3, 4, 5, and 6 |
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