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77ir-77
Rc
Race
Severity7/10
Racial Bias
Unequal and discriminatory performance of facial recognition systems and other algorithms on people with darker skin tones, perpetuating systemic racism.
Periodic recordSocietyarXiv2020
Seyma Yucer, Samet Akçay, Noura Al-Moubayed, Toby P. Breckon
Mitigation Strategy
Rigorous Racial Equity Audits, datasets balanced in ethnic diversity, disaggregated fairness metrics by race, and fairness certification.
Atomic Number
77
Rc
Risk ID
ir-77
Severity
7/10
Severity Level