Deviation of distinct value

[GideonTriple]

I want to make a rule based off the following logic: A deviation in the packet size sent out by any one source IP from an average baseline built on its behavior. For that I am to use a deviation component in a correlative rule.

I am saving the packet size in a custom filed called Method. (This is just an example so don't worry about the details just stick with me for the concept of the problem)

I have set my deviation component in the following way:

Now, as you can see I am using the calculation type as "Distinct value" so I can deviate on something other then event count or severity. Yet this is the classification of the option "Distinct values" as set in the knowledge-base.

• Distinct Values — The number of distinct values seen, for example 16 destination IP

Problem is, I want the value of the packet-size to exceed from its normal behavior not the amount of times a distinct value has appeared in the "Packet size" field (Or method in this case.)

Is the correlation I am asking for possible? And if so how would I implement it?

[TaskManager]

Possibly,

The field the packet size is parsed to needs to be an integer, and likely assigned to an index (possible custom field required and index assigned)

I want to say that you can use % over baseline on averages with an accumulator index, and it works as you are envisioning, but please take this with a grain of salt as I have not built this specific use case concept myself.

::EDIT::

It appears that distinct value is the only option available, which will look at the changes in distinct values given in the field, and then give a baseline difference between typical values, and how many new values were seen.

It appears this cannot be done  off of event data unfortunately. NetFlow data however you can.