Title
Data Curation from Privacy-Aware Agents
Abstract
A data curator would like to collect data from privacy-aware agents. The collected data will be used for the benefit of all agents. Can the curator incentivize the agents to share their data truthfully? Can he guarantee that truthful sharing will be the unique equilibrium? Can he provide some stability guarantees on such equilibrium? We study necessary and sufficient conditions for these questions to be answered positively and complement these results with corresponding data collection protocols for the curator. Our results account for a broad interpretation of the notion of privacy awareness. The full version of this paper is available at https://arxiv.org/abs/2207.06929.
Year
DOI
Venue
2022
10.1007/978-3-031-15714-1_21
ALGORITHMIC GAME THEORY, SAGT 2022
Keywords
DocType
Volume
Mechanism design, Privacy, Unique equilibrium
Conference
13584
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Roy Shahmoon100.34
Rann Smorodinsky219638.64
Moshe Tennenholtz33650437.92