OMB Individually Reported
Detection of Unmanned Aircraft Systems (UAS) Encounter
Low riskExact public inventory row
Description
Unmanned Aircraft Systems (UAS) are a source of potential safety risk. Manual data exploration by a human is labor and time consuming. Automatic data mining can help to identify safety issues.
Detailed example
Binary classification (yes/no) label for UAS event detection
AI / analytics pattern
Other
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Controls / human review
ATO: Yes; PIA: No
Data needed
Manually labeled training set