Table 5 Comparison with current techniques.

From: Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier

Athors

Method

Recall

Test data

Our proposed

CSPE-R

0.99

Unknown attacks

Khan et al.40

DNAact-Ran OC(SVM)

0.82

Known attacks

Al-rimy et al.16

Anomaly

0.89

Unknown attacks

Sgandurra et al.35

EldeRAN

0.93

UnKnown attacks

Zhang et al.41

SA-CNN

0.87

Known attacks

  1. Significant values are in [bold].
Back to article page