Bias Redistribution in Visual Machine Unlearning: Does Forgetting One Group Harm Another?

Yunusa Haruna, Adamu Lawan, Ibrahim Haruna Abdulhamid +4

Machine unlearning enables models to selectively forget training data, driven by privacy regulations such as GDPR and CCPA. However, its fairness implications remain underexplored:…