Visualising a Space of JA3 Signatures With Splunk
One common misconception about machine learning methodologies is that they can completely remove the need for humans to understand the data they are working with. In reality, it can often place a greater burden on an analyst or engineer to ensure that their data meets the requirements, cleanliness and standardization assumed by the methodologies used. However, when the complexity of the data becomes significant, how is a human supposed to keep up? One methodology is to use ML to find ways to keep a human in the loop!