Splunk is one of the most successful packages for Cybersecurity analytics, and defines seven main elements for machine learning (Figure 1):
- Preprocessing: This defines how the data is scaled to produce the correct range (such as for numerical values to be scaled to a given range). A typical method is StandardScalar.
- Feature Extraction: This defines a method to extract key…