Table 18 Detecting unknown malware families with the help of the PermDroid framework proposed in this study.

From: PermDroid a framework developed using proposed feature selection approach and machine learning techniques for Android malware detection

Combination of Android malware families to trained the model

Detection rate when trained PermDroid with DNN

Detection rat when trained PermDroi with NDTF

{A1, up to..... , A10}

66%

71%

{A1, A3, up to..... , A11}

70%

69%

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{A2, up to ..... , A11}

59%

55%

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{A7, up to ..... , A51}

98.4%

98%

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