Mobile Information Systems / 2018 / Article / Tab 9

Research Article

TinyDroid: A Lightweight and Efficient Model for Android Malware Detection and Classification

Table 9

The time and performance effectiveness with different size of exemplars selected.

Training dataTraining timeTPRFPR

2400 samples2.9 s0.9880.077
834 exemplars (after AP)0.86 s0.9640.083
516 exemplars (after AP)0.56 s0.9590.091

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