The Resource Preserving privacy in On-Line Analytical Processing (OLAP), by Lingyu Wang, Sushil Jajodia, Duminda Wijesekera, (electronic resource)

Preserving privacy in On-Line Analytical Processing (OLAP), by Lingyu Wang, Sushil Jajodia, Duminda Wijesekera, (electronic resource)

Label
Preserving privacy in On-Line Analytical Processing (OLAP)
Title
Preserving privacy in On-Line Analytical Processing (OLAP)
Statement of responsibility
by Lingyu Wang, Sushil Jajodia, Duminda Wijesekera
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
On-Line Analytic Processing (OLAP) systems usually need to meet two conflicting goals. First, the sensitive data stored in underlying data warehouses must be kept secret. Second, analytical queries about the data must be allowed for decision support purposes. The main challenge is that sensitive data can be inferred from answers to seemingly innocent aggregations of the data. Existing inference control methods in statistical databases usually exhibit high performance overhead and limited effectiveness when applied to OLAP systems. Preserving Privacy in On-Line Analytical Processing reviews a series of methods that can precisely answer data cube-style OLAP queries regarding sensitive data while provably preventing adversaries from inferring the data. How to keep the performance overhead of these security methods at a reasonable level is also addressed. Achieving a balance between security, availability, and performance is shown to be feasible in OLAP systems. Preserving Privacy in On-Line Analytical Processing is designed for the professional market, composed of practitioners and researchers in industry. This book is also appropriate for graduate-level students in computer science and engineering
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Wang, Lingyu
Image bit depth
0
LC call number
QA76.9.D343
LC item number
W366 2007eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Jajodia, Sushil
  • Wijesekera, Duminda
Series statement
Advances in Information Security,
Series volume
29
http://library.link/vocab/subjectName
  • OLAP technology
  • Online data processing
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Informatique
Label
Preserving privacy in On-Line Analytical Processing (OLAP), by Lingyu Wang, Sushil Jajodia, Duminda Wijesekera, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
OLAP and Data Cubes -- Inference Control in Statistical Databases -- Inferences in Data Cubes -- Cardinality-based Inference Control -- Parity-based Inference Control for Range Queries -- Lattice-based Inference Control in Data Cubes -- Query-driven Inference Control in Data Cubes -- Conclusion and Future Direction
Dimensions
unknown
Extent
1 online resource (xi, 180 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387462745
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-46273-8
System control number
  • (OCoLC)184984769
  • (OCoLC)ocn184984769
Label
Preserving privacy in On-Line Analytical Processing (OLAP), by Lingyu Wang, Sushil Jajodia, Duminda Wijesekera, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
OLAP and Data Cubes -- Inference Control in Statistical Databases -- Inferences in Data Cubes -- Cardinality-based Inference Control -- Parity-based Inference Control for Range Queries -- Lattice-based Inference Control in Data Cubes -- Query-driven Inference Control in Data Cubes -- Conclusion and Future Direction
Dimensions
unknown
Extent
1 online resource (xi, 180 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387462745
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-46273-8
System control number
  • (OCoLC)184984769
  • (OCoLC)ocn184984769

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