Preserving Privacy in On-Line Analytical Processing (OLAP) - Lingyu Wang, Sushil Jajodia, Duminda Wijesekera

Preserving Privacy in On-Line Analytical Processing (OLAP)

Buch | Softcover
180 Seiten
2010 | Softcover reprint of hardcover 1st ed. 2007
Springer-Verlag New York Inc.
978-1-4419-4278-4 (ISBN)
139,09 inkl. MwSt
This book addresses the privacy issue of On-Line Analytic Processing (OLAP) systems. It reviews a series of methods that can precisely answer data cube-style OLAP, regarding sensitive data while provably preventing adversaries from inferring data.
Preserving Privacy for On-Line Analytical Processing addresses the privacy issue of On-Line Analytic Processing (OLAP) systems. 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. This volume reviews a series of methods that can precisely answer data cube-style OLAP, regarding sensitive data while provably preventing adversaries from inferring data.


Preserving Privacy for On-Line Analytical Processing is appropriate for practitioners in industry as well as graduate-level students in computer science and engineering.


 

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.

Erscheint lt. Verlag 19.11.2010
Reihe/Serie Advances in Information Security ; 29
Zusatzinfo 20 Illustrations, black and white; XII, 180 p. 20 illus.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Datenbanken
Mathematik / Informatik Informatik Netzwerke
Informatik Theorie / Studium Algorithmen
Informatik Theorie / Studium Kryptologie
Informatik Weitere Themen Hardware
ISBN-10 1-4419-4278-5 / 1441942785
ISBN-13 978-1-4419-4278-4 / 9781441942784
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Interlingua zur Gewährleistung semantischer Interoperabilität in der …

von Josef Ingenerf; Cora Drenkhahn

Buch | Softcover (2023)
Springer Fachmedien (Verlag)
32,99