OMB Individually Reported
FA.gov RedactAid
Low riskExact public inventory row
Description
The need to improve data quality of information and prevent sensitive data from being published to ForeignAssistance.gov.
Detailed example
Sensitive information is identified and flagged prior to ForeignAssistance.gov publication.
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
Reduced effort and improved consistency and accuracy in protecting sensitive information from getting published in public-facing databases.
Controls / human review
ATO: No; PIA: Not published
Data needed
The RedactAid model was trained using historical unredacted ForeignAssistance.gov datasets.