A Low Computational Cost Method for Mobile Malware Detection Using Transfer Learning and Familial Classification Using Topic Modelling

Table 5

Comparative analysis of performance of two models.

Method	Overall accuracy (%)	False positive rate (%)	Computational cost	Complexity
Traditional CNN	95.2	5.4	High	High
Transfer learning	98.3	3.2	Low	Low