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67ho-67
Fa
Fairness
Severity6/10
Individual Fairness
Inconsistent algorithmic treatment of individuals who are similar in relevant aspects, violating principles of individual equity.
Periodic recordSocietyarXiv2023
Ondrej Bohdal, Timothy Hospedales, Philip H. S. Torr, Fazl Barez
Mitigation Strategy
Implementation of Individual Fairness metrics (similar individuals treated similarly), output calibration, and decision consistency audits.
Atomic Number
67
Fa
Risk ID
ho-67
Severity
6/10
Severity Level