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Mobile Information Systems
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2018
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Article
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Tab 9
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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 data
Training time
TPR
FPR
2400 samples
2.9 s
0.988
0.077
834 exemplars (after AP)
0.86 s
0.964
0.083
516 exemplars (after AP)
0.56 s
0.959
0.091