OMB Individually Reported
Elastic Machine Learning Threat Detection (Phase 1)
Exact public inventory row
Description
The AI is intended to solve the problem of identifying and detecting threats within system logs. By utilizing Elastic Machine Learning and Amazon SageMaker, the system performs time series analysis on log data to proactively identify potential security breaches or anomalies that might otherwise go unnoticed. This continuous analysis aims to enhance the overall security posture of GSA IT.
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.
Controls / human review
ATO: Not reported; PIA: Not published