Research Article
A Deep Learning Method for Android Application Classification Using Semantic Features
Table 2
Detailed statistics of dataset.
| | | Manifest file | APK risk file | Attack surface file | Dynamic behavior file |
| | Malicious | 18549 (100%) | 18506 (99.7682%) | 18498 (99.7251%) | 16769 (90.4038%) | | Benign | 18453 (100%) | 18316 (99.2576%) | 18322 (99.2901%) | 10110 (54.7878%) | | Total | 37002 (100%) | 36882 (99.6757%) | 36820 (99.5081%) | 26879 (72.6420%) |
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