Privacy in Statistical Databases UNESCO Chair in Data Privacy International Conference PSD 2018 Valencia Spain September 26 28 2018 Proceedings 1st Edition by Josep Domingo Ferrer, Francisco Montes ISBN 9783319997711 3319997718

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Product details:
ISBN 10: 3319997718
ISBN 13: 9783319997711
Author: Josep Domingo Ferrer, Francisco Montes

Privacy in Statistical Databases UNESCO Chair in Data Privacy International Conference PSD 2018 Valencia Spain September 26 28 2018 Proceedings 1st Edition Table of contents:

1. Tabular Data Protection
2. Symmetric vs Asymmetric Protection Levels in SDC Methods for Tabular Data
3. Bounded Small Cell Adjustments for Flexible Frequency Table Generators
4. Designing Confidentiality on the Fly Methodology – Three Aspects
5. Protecting Census 2021 Origin-Destination Data Using a Combination of Cell-Key Perturbation and Suppression
6. Synthetic Data
7. On the Privacy Guarantees of Synthetic Data: A Reassessment from the Maximum-Knowledge Attacker Perspective
8. The Quasi-Multinomial Synthesizer for Categorical Data
9. Synthetic Data via Quantile Regression for Heavy-Tailed and Heteroskedastic Data
10. Some Clarifications Regarding Fully Synthetic Data
11. Differential Correct Attribution Probability for Synthetic Data: An Exploration
12. pMSE Mechanism: Differentially Private Synthetic Data with Maximal Distributional Similarity
13. The Application of Genetic Algorithms to Data Synthesis: A Comparison of Three Crossover Methods
14. Microdata and Big Data Masking
15. Multiparty Computation with Statistical Input Confidentiality via Randomized Response
16. Grouping of Variables to Facilitate SDL Methods in Multivariate Data Sets
17. Comparative Study of the Effectiveness of Perturbative Methods for Creating Official Microdata in Japan
18. A General Framework and Metrics for Longitudinal Data Anonymization
19. Reviewing the Methods of Estimating the Density Function Based on Masked Data
20. Protecting Values Close to Zero Under the Multiplicative Noise Method
21. Efficiency and Sample Size Determination of Protected Data
22. Quantifying the Protection Level of a Noise Candidate for Noise Multiplication Masking Scheme
23. Record Linkage
24. Generalized Bayesian Record Linkage and Regression with Exact Error Propagation
25. Probabilistic Blocking with an Application to the Syrian Conflict
26. Spatial and Mobility Data
27. SwapMob: Swapping Trajectories for Mobility Anonymization
28. Safely Plotting Continuous Variables on a Map

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Josep Domingo Ferrer,Francisco Montes,Privacy,Statistical Databases,UNESCO,International Conference,Valencia Spain