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