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

Table 10

Comparison of the performance results with existing research.

S. no	Ref.	Techniques	Accuracy (%)
1	[18]	Decision tree + RF + K − nearest neighbor + naive Bayes	97.3
2	[19]	Random forest (RE) + decision tree	93
3	[20]	Random forest (RE) + decision tree	98.5
4	[23]	Random forest (RF) + decision tree	97.95
5	Proposed	Modified decision tree	99.56