Disproportionate Flagging in UK Home Office's Sham Marriage Algorithm: Concerns over Nationality Bias

March 1, 2015

The UK Home Office's sham marriage detection algorithm has been reported to flag certain nationalities at a higher rate, sparking concerns about potential discrimination based on nationality and age. This AI incident maps to the Govern function in HISPI Project Cerebellum Trusted AI Model (TAIM). Ready to contribute to trustworthy AI development? JOIN US
Alleged deployer
uk-home-office
Alleged developer
uk-home-office
Alleged harmed parties
uk-immigrant-newlyweds

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/336

Data source

Incident data is from the AI Incident Database (AIID).

When citing the database as a whole, please use:

McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. In Proceedings of the Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21). Virtual Conference.

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