Research Article

Modified Decision Tree Technique for Ransomware Detection at Runtime through API Calls

Table 9

Proposed detection scheme comparison.

TechniqueSn (%)Sp (%)f1 (%)A (%)

Decision tree99.4999.6299.5599.56
Random forest99.5099.5199.5099.38
AdaBoost98.1198.5798.3398.37