LSTM-Based Hierarchical Denoising Network for Android Malware Detection

Table 5

The computation efficiency on different methods.

Methods	Training time (h)	Detection time per program (ms)
2-gram SVM	0.34	23.62
3-gram SVM	4.18	315.97
Standard LSTM	0.85	7.74
HDN (no MBDM)	1.51	14.66
HDN	1.43	14.69