Selecting Critical Data Flows in Android Applications for Abnormal Behavior Detection

Table 7

Measure metrics comparison on dataset with different threshold.

Tool	Comparison
		ACC	TPR	FPR	AUC	-measure
	0.02	89.13%	89.28%	19.09%	0.9348	0.9416
	0.04	88.12%	88.26%	19.37%	0.9313	0.9359
	0.06	85.84%	85.95%	20.09%	0.9153	0.9226
	0.08	83.18%	83.17%	16.49%	0.8970	0.9066
	0.02	87.68%	87.81%	19.61%	0.9297	0.9333
	0.04	83.82%	83.86%	18.37%	0.9035	0.9105
	0.06	78.04%	77.92%	15.43%	0.8817	0.8745
	0.08	74.28%	74.10%	15.69%	0.8575	0.8488
	0.02	88.96%	89.09%	18.26%	0.9351	0.9406
	0.04	90.83%	91.01%	18.65%	0.9498	0.9512
	0.06	90.94%	91.12%	18.79%	0.9491	0.9518
	0.08	91.32%	91.53%	19.93%	0.9504	0.9539