Research Article
Identifying Known and Unknown Mobile Application Traffic Using a Multilevel Classifier
Table 6
Evaluation results for Dataset2.
| | WeChat | Tencent Video | BILIBILI | Sougou Pinyin | TaoBao | BaiDu | QQ | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP |
| Random Forest | 3295 | 212 | ∗ | 151 | ∗ | 215 | 733 | 20 | ∗ | 376 | 60 | 281 | 83 | 232 | 1D-CNN | 3082 | 807 | ∗ | 130 | ∗ | 664 | 750 | 213 | ∗ | 691 | 56 | 309 | 53 | 1149 | Three- Layer Classifier | 2662 | 17 | ∗ | 31 | ∗ | 10 | 697 | 1 | ∗ | 22 | 2 | 24 | 13 | 47 |
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