Table 6.

Hyper-parameters tuned in the ransomware classifier selection process.

Hyper-Parameter		List/Range of Values
Flow Collector	window (s)	[5, 10, 20, 30, 60, 120]
Feature Selection	importance	[0.001, 0.0005, 0.0002, 0.0001]
Neural Network	First layer	[8, 10, 16]
	Second layer	[0, 4, 6]
Gaussian Naive Bayes	no parameters
Random Forest	estimators	[100, 200, 300]