In this paper we model the interactions among data providers/collector/user as a game, and propose a general approach to find the Nash equilibriums of the game.
Game theoretic data privacy preservation: Equilibrium and pricing ...
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This paper model the interactions among data providers/collector/user as a game, and proposes a general approach to find the Nash equilibriums of the game ...
In this paper, we consider a scenario where a data collector collects data from data providers and then publish the data to a data user. To protect data ...
Privacy issues arising in the process of collecting, publishing and mining individuals' personal data have attracted much attention in recent years.
... Game theory: Game theory is a powerful tool to analyze the situation where many participants make optimal decisions considering effect from others' ...
Game Theory is used to develop strategies to maintain an equilibrium between data utility and preservation of privacy of data in Privacy Preservation.
An equilibrium occurs when players have no incentive to change their current strategies. Introducing game theory to address the problem of privacy preservation ...
This article builds an evolutionary game to model three types of entities (including system providers, hospitals and governments) under the conditions of ...
In our endeavor to investigate the equilibrium of a security game involving both federated learning benign participants and adversaries, we follow the typical ...
Oct 22, 2024 · Guizani. (2015) "Game theoretic data privacy preservation: Equilibrium and pricing." 2015 IEEE International Conference on Communications (ICC): ...