DP-STGAT: traffic statistics publishing with differential privacy and a spatial-temporal graph attention network

DOI10.1016/J.INS.2022.11.053MaRDI QIDQ6492596

Kun Liu, Zihao Shen, Jingyi Zhang, Peiqian Liu, Shangqing Cai, Hui Wang

Publication date: 25 April 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

differential privacyprivacy protectiontraffic datamultistep predictionprivacy budget allocation

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Cites Work

• Numerical solution of systems of second-order boundary value problems using continuous genetic algorithm
• The general theory of decisions
• Solving singular two-point boundary value problems using continuous genetic algorithm
• Correlated tuple data release via differential privacy
• The optimal upper bound of the number of queries for Laplace mechanism under differential privacy
• Optimization solution of Troesch's and Bratu's problems of ordinary type using novel continuous genetic algorithm
• k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
• Theory of Cryptography
• Differential Privacy

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