Mobile Information Systems / 2018 / Article / Tab 6

Research Article

Detecting Android Malwares with High-Efficient Hybrid Analyzing Methods

Table 6

Results of static analysis with different feature sets on older dataset.

AlgorithmPermission featureAPI featurePermission and API
ACCTPRFPRACCTPRFPRACCTPRFPR

k-NN95.7697.315.2198.4297.300.4398.6197.210.14
SVM96.6595.312.6599.1098.510.3499.2198.380.14
Bayes93.3794.627.3194.1399.5711.0194.4199.4210.7