Privacy Preserving Auctions

发布者:梁慧丽发布时间:2025-11-28浏览次数:10

报告人

Xiaosheng Mu

Princeton University

时间

2025年8月14日 星期四

下午 14:00-15:00

地点

科研实验大楼1113


Abstract


In many auction settings the auctioneer must disclose the identity of the winner and the price he pays. We characterize the auction that minimizes the winner’s privacy loss among those that maximize total surplus or the seller’s revenue, and are strategy-proof. Privacy loss is measured with respect to what an outside observer learns from the disclosed price, and is quantified by the mutual information between the price and the winner’s willingness to pay. When only interim individual-rationality is required, the most privacy preserving auction involves stochastic ex-post payments. Under ex-post individual rationality, and assuming the bidders’ type distribution exhibits a monotone hazard rate, privacy loss is minimized by the second-price auction with deterministic payments.


Biography


Xiaosheng Mu is an associate professor of economics at Princeton University, with research interests in information acquisition, mechanism design and stochastic orders. He obtained a PhD in Economics from Harvard University, and previously worked at Columbia University before joining Princeton.




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