Table 5 Proposed model comparative analysis with existing models.

From: Prediction of android ransomware with deep learning model using hybrid cryptography

Approach

Training time (sec)

XGB

1.67

RF

7.42

SVM

8.91

KNN

7.97

AE-MLP

4.96

Proposed

4.05