Selecting Critical Data Flows in Android Applications for Abnormal Behavior Detection

Table 6

Measure metrics comparison on dataset when .

Tool	Folds	ACC	TPR	FPR	AUC	-measure
MUDFLOW	2	84.48%	83.29%	16.71%	0.9178	0.8988
	3	84.43%	83.40%	17.08%	0.9208	0.9008
	5	84.52%	84.86%	17.98%	0.9208	0.9062
	10	84.71%	84.90%	18.09%	0.9176	0.9125
SCDFLOW	2	91.32%	95.46%	21.05%	0.9752	0.9427
	3	91.83%	94.67%	20.06%	0.9750	0.9507
	5	92.44%	93.93%	18.66%	0.9749	0.9563
	10	93.18%	93.97%	18.60%	0.9749	0.9627