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A Differential Privacy Approach for Context-Aware Service Provisioning in Mobile Networks

Franc Pouhela; Sogo Pierre Sanon; Hans Dieter Schotten
In: 2023 Workshop on Next Generation Networks and Applications. Workshop on Next Generation Networks and Applications (NGNA-2023), December 14-15, Kaiserslautern, Germany, Technische Universität Kaiserslautern, 12/2023.


This paper proposes a Differential Privacy approach for adaptive service provisioning in mobile networks. With the increasing demand for mobile services and the ever changing network environment, network operators have to be able to dynamically adjust their service provisioning to meet changing user demands. However, this presents a challenge for preserving user privacy while collecting data to inform these decisions. The proposed approach uses Differential Privacy techniques to ensure that user privacy is protected while still allowing for accurate data collection and analysis. The approach also includes an adaptive mechanism for adjusting service provisioning based on the collected data, further improving the efficiency and effectiveness of mobile networks.


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