Optimization of Privacy Budget Allocation In Differential Privacy-Based Public Transit Trajectory Data Publishing for Smart Mobility Applications

Trajectory datasets have been widely used in transportation research, but the risk of privacy breach comes with data sharing. Privacy budget allocation is a key step of the differential privacy (DP)-based privacy-preserving data publishing (PPDP) algorithm development, as it directly impacts the dat...

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Veröffentlicht in:IEEE transactions on intelligent transportation systems 2023-12, Vol.24 (12), p.15158-15168
Hauptverfasser: Chen, Chenxi, Hu, Xianbiao, Li, Yang, Tang, Qing
Format: Artikel
Sprache:eng
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