Northpointe COMPAS recidivism risk disparate impact
Date: 2016
Affected: COMPAS / Northpointe
Attack vector: other
Category: real-world
Severity: High

Northpointe's COMPAS recidivism algorithm was shown to be twice as likely to incorrectly label Black defendants as high-risk and twice as likely to incorrectly label white defendants as low-risk.


Mitigations:

Architectural layers (MAESTRO):