Federal / Audit / Finance
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
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
Efficiency, productivity, service quality
Controls / human review
Inventory row should be validated against agency governance and M-25-21 controls.