| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7556 |
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LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI |
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Lecture notes in computer science ; 7556.
|
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
|
| Contents |
p% Should Dominate / Peter-Paul de Wolf and Anco Hundepool -- A Computational Evaluation of Optimization Solvers for CTA / Jordi Castro -- Flexible Rounding Based on Consistent Post-tabular Stochastic Noise / Sarah Giessing -- Comparing L1 and L2 Distances for CTA / Jordi Castro -- An Investigation of Model-Based Microdata Masking for Magnitude Tabular Data Release / Mario Trottini, Krish Muralidhar and Rathindra Sarathy -- Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro / Alexander Kowarik, Matthias Templ, Bernhard Meindl, Francois Fonteneau and Bernd Prantner -- Clustering-Based Categorical Data Protection / Jordi Marés and Vicenç Torra -- Anonymization Methods for Taxonomic Microdata / Josep Domingo-Ferrer, Krish Muralidhar and Guillem Rufian-Torrell -- Hybrid Microdata via Model-Based Clustering / Anna Oganian and Josep Domingo-Ferrer -- Logistic Regression with Variables Subject to Post Randomization Method / Yong Ming Jeffrey Woo and Aleksandra B. Slavković |
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Valid Statistical Inference on Automatically Matched Files / Rob Hall and Stephen Fienberg -- n-Cycle Swapping for the American Community Survey / Michael DePersio, Marlow Lemons, Kaleli A. Ramanayake, Julie Tsay and Laura Zayatz -- Generating Useful Test Data for Complex Linked Employer-Employee Datasets / Matthias Dorner, Jörg Drechsler and Peter Jacobebbinghaus -- When Excessive Perturbation Goes Wrong and Why IPUMS-International Relies Instead on Sampling, Suppression, Swapping, and Other Minimally Harmful Methods to Protect Privacy of Census Microdata / Lara Cleveland, Robert McCaa, Steven Ruggles and Matthew Sobek -- Achieving Comparability of Earnings / Luisa Franconi and Daniela Ichim -- Designing Multiple Releases from the Small and Medium Enterprises Survey / Flavio Foschi, Maria Cristina Casciano, Luisa Franconi and Daniela Ichim -- A Proposed Solution to the Archiving and Curation of Confidential Scientific Inputs / John M. Abowd, Lars Vilhuber and William Block |
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Confidentialising Maps of Mixed Point and Diffuse Spatial Data / Christine M. O'Keefe -- Security of Random Output Perturbation for Statistical Databases / Daniel Z. Zanger -- Empirical Evaluation of Statistical Inference from Differentially-Private Contingency Tables / Anne-Sophie Charest -- Differentially Private Graphical Degree Sequences and Synthetic Graphs / Vishesh Karwa and Aleksandra B. Slavković -- European Data Access Comes True: Decentralised and Remote Access to Confidential Data in the ESS (ESSnet DARA) / Maurice Brandt -- A Bayesian Approach for On-Line Sum/Count/Max/Min Auditing on Boolean Data / Bice Cavallo and Gerardo Canfora -- Document Sanitization: Measuring Search Engine Information Loss and Risk of Disclosure for the Wikileaks cables / David F. Nettleton and Daniel Abril -- Enhancing the Efficiency in Privacy Preserving Learning of Decision Trees in Partitioned Databases / Peter Lory -- On Computational Anonymity / Klara Stokes -- Better Than Nothing Privacy with Bloom Filters: To What Extent? / Giuseppe Bianchi, Lorenzo Bracciale and Pierpaolo Loreti |
| Summary |
This book constitutes the refereed proceedings of the International Conference on Privacy in Statistical Databases, PSD 2012, held in Palermo, Italy, in September 2012 under the sponsorship of the UNESCO chair in Data Privacy. The 27 revised full papers presented were carefully reviewed and selected from 38 submissions. The papers are organized in topical sections on tabular data protection; microdata protection: methods and disclosure risk; microdata protection: case studies; spatial data protection; differential privacy; on-line databases and remote access; privacy-preserving protocols |
| Analysis |
Computer science |
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Computer Communication Networks |
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Data protection |
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Data structures (Computer science) |
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Data encryption (Computer science) |
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Database management |
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Systems and Data Security |
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computerwetenschappen |
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computer sciences |
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informatietheorie |
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information theory |
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gegevensstructuren |
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data structures |
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gegevensbeheer |
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data management |
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databasebeheer |
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computernetwerken |
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computer networks |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| Subject |
Database security -- Congresses
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Data protection -- Congresses
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Statistics -- Databases -- Congresses
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Informatique.
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Data protection
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Database security
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Statistics -- Databases
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Domingo-Ferrer, Josep.
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Tinnirello, Ilenia
|
| ISBN |
9783642336270 |
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3642336272 |
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3642336264 |
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9783642336263 |
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