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