Privacy in Statistical Databases
Springer Berlin (Verlag)
978-3-540-49330-3 (ISBN)
Methods for Tabular Protection.- A Method for Preserving Statistical Distributions Subject to Controlled Tabular Adjustment.- Automatic Structure Detection in Constraints of Tabular Data.- A New Approach to Round Tabular Data.- Harmonizing Table Protection: Results of a Study.- Utility and Risk in Tabular Protection.- Effects of Rounding on the Quality and Confidentiality of Statistical Data.- Disclosure Analysis for Two-Way Contingency Tables.- Statistical Disclosure Control Methods Through a Risk-Utility Framework.- A Generalized Negative Binomial Smoothing Model for Sample Disclosure Risk Estimation.- Entry Uniqueness in Margined Tables.- Methods for Microdata Protection.- Combinations of SDC Methods for Microdata Protection.- A Fixed Structure Learning Automaton Micro-aggregation Technique for Secure Statistical Databases.- Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation.- Using the Jackknife Method to Produce Safe Plots of Microdata.- Combining Blanking and Noise Addition as a Data Disclosure Limitation Method.- Why Swap When You Can Shuffle? A Comparison of the Proximity Swap and Data Shuffle for Numeric Data.- Adjusting Survey Weights When Altering Identifying Design Variables Via Synthetic Data.- Utility and Risk in Microdata Protection.- Risk, Utility and PRAM.- Distance Based Re-identification for Time Series, Analysis of Distances.- Beyond k-Anonymity: A Decision Theoretic Framework for Assessing Privacy Risk.- Using Mahalanobis Distance-Based Record Linkage for Disclosure Risk Assessment.- Improving Individual Risk Estimators.- Protocols for Private Computation.- Single-Database Private Information Retrieval Schemes : Overview, Performance Study, and Usage with Statistical Databases.- Privacy-Preserving Data Set Union.-"Secure" Log-Linear and Logistic Regression Analysis of Distributed Databases.- Case Studies.- Measuring the Impact of Data Protection Techniques on Data Utility: Evidence from the Survey of Consumer Finances.- Protecting the Confidentiality of Survey Tabular Data by Adding Noise to the Underlying Microdata: Application to the Commodity Flow Survey.- Italian Household Expenditure Survey: A Proposal for Data Dissemination.- Software.- The ARGUS Software in CENEX.- Software Development for SDC in R.- On Secure e-Health Systems.- IPUMS-International High Precision Population Census Microdata Samples: Balancing the Privacy-Quality Tradeoff by Means of Restricted Access Extracts.
Erscheint lt. Verlag | 27.11.2006 |
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Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
Zusatzinfo | XI, 383 p. |
Verlagsort | Berlin |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 609 g |
Themenwelt | Informatik ► Theorie / Studium ► Kryptologie |
Schlagworte | anonymity • bayesian model • Calculus • Clustering • Data Analysis • data masking • Data Mining • Data Security • Datenbank • disclosure risk • Estimator • Excel • histogram • Inference Control • information loss • Kernel Density Estimation • learning • Microdata • privacy • Privatheit • proving • Robustness • Sage • shuffling • Statistical Confidentiality • Statistical Databases • Statistical Disclosure Control • swapping • tabular protection • Time Series |
ISBN-10 | 3-540-49330-1 / 3540493301 |
ISBN-13 | 978-3-540-49330-3 / 9783540493303 |
Zustand | Neuware |
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