عرض بسيط للتسجيلة

المؤلفXu, Lei
المؤلفJiang, Chunxiao
المؤلفWang, Jian
المؤلفRen, Yong
المؤلفYuan, Jian
المؤلفGuizani, Mohsen
تاريخ الإتاحة2022-11-10T09:47:23Z
تاريخ النشر2015
اسم المنشورIEEE International Conference on Communications
المصدرScopus
المصدر2-s2.0-84953740798
معرّف المصادر الموحدhttp://dx.doi.org/10.1109/ICC.2015.7249454
معرّف المصادر الموحدhttp://hdl.handle.net/10576/36139
الملخصPrivacy issues arising in the process of collecting, publishing and mining individuals' personal data have attracted much attention in recent years. 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 providers' privacy, the data collector performs anonymization on the data. Anonymization usually causes a decline of data utility on which the data user's profit depends, meanwhile, data providers' would provide more data if anonymity is strongly guaranteed. How to make a trade-off between privacy protection and data utility is an important question for data collector. 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. To elaborate the analysis, we also present a specific game formulation which takes k-anonymity as the anonymization method. Simulation results show that the game theoretical analysis can help the data collector to deal with the privacy-utility trade-off. 2015 IEEE.
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعdata anonymization
game theory
Nash equilibrium
privacy preserving
العنوانGame theoretic data privacy preservation: Equilibrium and pricing
النوعConference Paper
الصفحات7071-7076
رقم المجلد2015-September
dc.accessType Abstract Only


الملفات في هذه التسجيلة

الملفاتالحجمالصيغةالعرض

لا توجد ملفات لها صلة بهذه التسجيلة.

هذه التسجيلة تظهر في المجموعات التالية

عرض بسيط للتسجيلة