Table 4 Proposed model comparative analysis with existing models.
From: Prediction of android ransomware with deep learning model using hybrid cryptography
Approach | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
XGB | 99.54 | 99.68 | 99.62 | 99.65 |
RF | 99.59 | 99.75 | 99.63 | 99.69 |
SVM | 68.70 | 69.73 | 94.18 | 80.13 |
KNN | 99.17 | 99.45 | 99.31 | 99.38 |
CNN-BiLSTM | 94.52 | 94.74 | 92.04 | 93.44 |
AE-MLP | 99.98 | 98.92 | 94.24 | 96.52 |
Proposed | 99.97 | 98.93 | 94.62 | 96.63 |
