<ul><li>The rapid growth of artificial intelligence (AI) has raised privacy concerns over user data.</li><li>Machine unlearning allows AI service providers to remove user data from trained models and training datasets to comply with privacy regulations like GDPR and CCPA.</li><li>To balance the cost of unlearning and privacy protection, a buyer-initiated auction mechanism for data redemption is proposed.</li><li>The mechanism enables service providers to purchase data from willing users with appropriate compensation, maximizing social welfare.</li></ul>

Buyer-Initiated Auction Mechanism for Data Redemption in Machine Unlearning

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