OMB Individually Reported
Machine Learning components within Splunk Enterprise Security
Low riskExact public inventory row
Description
Clustering and Classification events
Detailed example
Prediction of expected norms of log events
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
Improved automation of security threat hunting
Audit / financial statement impact
This AI system not meet the criteria of any of the six pillars that make up High Impact AI in Memorandum M-25-21
Controls / human review
ATO: No; PIA: Not published
Data needed
Security Log Events