Reconstruction Attack on Differential Private Trajectory Protection Mechanisms

Author:

Buchholz Erik1ORCID,Abuadbba Alsharif2ORCID,Wang Shuo2ORCID,Nepal Surya2ORCID,Kanhere Salil Subhash1ORCID

Affiliation:

1. School of Computer Science and Engineering, University of New South Wales, Australia and Cyber Security Cooperative Research Centre, Australia

2. CSIRO's Data61, Australia and Cyber Security Cooperative Research Centre, Australia

Publisher

ACM

Reference61 articles.

1. Martin Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Martin Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/

2. Osman Abul , Francesco Bonchi , and Mirco Nanni . 2008 . Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. In 2008 IEEE 24th Int. Conf. Data Eng., Vol. 00 . IEEE, 376–385. https://doi.org/10.1109/ICDE.2008.4497446 10.1109/ICDE.2008.4497446 Osman Abul, Francesco Bonchi, and Mirco Nanni. 2008. Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. In 2008 IEEE 24th Int. Conf. Data Eng., Vol. 00. IEEE, 376–385. https://doi.org/10.1109/ICDE.2008.4497446

3. Anonymization of Moving Objects Databases by Clustering and;Abul Osman;Perturbation. Inf. Syst.,2010

4. Hugo Barbosa , Marc Barthelemy , Gourab Ghoshal , Charlotte  R. James , Maxime Lenormand , Thomas Louail , Ronaldo Menezes , José  J. Ramasco , Filippo Simini , and Marcello Tomasini . 2018 . Human Mobility: Models and Applications. Phys. Rep. 734 (March 2018), 1–74. https://doi.org/10.1016/j.physrep.2018.01.001 10.1016/j.physrep.2018.01.001 Hugo Barbosa, Marc Barthelemy, Gourab Ghoshal, Charlotte R. James, Maxime Lenormand, Thomas Louail, Ronaldo Menezes, José J. Ramasco, Filippo Simini, and Marcello Tomasini. 2018. Human Mobility: Models and Applications. Phys. Rep. 734 (March 2018), 1–74. https://doi.org/10.1016/j.physrep.2018.01.001

5. Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services

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