隐私保护噪声下的二进制机制

IF 1.2 3区经济学 Q3 ECONOMICS

Journal of Economic Theory Pub Date : 2025-01-10 DOI:10.1016/j.jet.2025.105965

Farzad Pourbabaee , Federico Echenique

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引用次数: 0

摘要

我们研究了在个体主体报告偏好的噪声隐私保护转换下的公共物品供给机制设计。设置是一个具有传输和准线性效用的标准二元模型。代理人报告他们对公共利益的偏好，这是随机“翻转”的，因此任何个人报告都可能被解释为噪音的结果。我们研究了在保留存在噪声的公共决策（噪声敏感性）、追求效率和减轻噪声对收入的影响之间的权衡。

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Binary mechanisms under privacy-preserving noise

We study mechanism design for public-good provision under a noisy privacy-preserving transformation of individual agents' reported preferences. The setting is a standard binary model with transfers and quasi-linear utility. Agents report their preferences for the public good, which are randomly “flipped,” so that any individual report may be explained away as the outcome of noise. We study the tradeoffs between preserving the public decisions made in the presence of noise (noise sensitivity), pursuing efficiency, and mitigating the effect of noise on revenue.

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来源期刊

Journal of Economic Theory ECONOMICS-

CiteScore

2.50

自引率

12.50%

发文量

135

期刊介绍： The Journal of Economic Theory publishes original research on economic theory and emphasizes the theoretical analysis of economic models, including the study of related mathematical techniques. JET is the leading journal in economic theory. It is also one of nine core journals in all of economics. Among these journals, the Journal of Economic Theory ranks fourth in impact-adjusted citations.