A new adversarial optimization method for unlearning source-exclusive classes during source-free domain adaptation prevents privacy leakage while preserving target performance.
Machine unlearning: Taxonomy, metrics, applications, challenges, and prospects.IEEE Trans- actions on Neural Networks and Learning Systems
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$\oslash$ Source Models Leak What They Shouldn't $\nrightarrow$: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization
A new adversarial optimization method for unlearning source-exclusive classes during source-free domain adaptation prevents privacy leakage while preserving target performance.