Security-control methods for statistical databases: a comparative study
ACM Computing Surveys (CSUR)
Role-Based Access Control Models
Computer
OLAP, relational, and multidimensional database systems
ACM SIGMOD Record
An overview of data warehousing and OLAP technology
ACM SIGMOD Record
Range queries in OLAP data cubes
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Multidimensional access methods
ACM Computing Surveys (CSUR)
Security of statistical databases: multidimensional transformation
ACM Transactions on Database Systems (TODS)
Secure databases: protection against user influence
ACM Transactions on Database Systems (TODS)
An authorization mechanism for a relational database system
ACM Transactions on Database Systems (TODS)
A security machanism for statistical database
ACM Transactions on Database Systems (TODS)
Privacy-preserving data mining
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
A survey of logical models for OLAP databases
ACM SIGMOD Record
Towards OLAP security design — survey and research issues
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Efficient computation of Iceberg cubes with complex measures
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Flexible support for multiple access control policies
ACM Transactions on Database Systems (TODS)
A fine-grained access control system for XML documents
ACM Transactions on Information and System Security (TISSEC)
Secure and selective dissemination of XML documents
ACM Transactions on Information and System Security (TISSEC)
Constructing an OLAP cube from distributed XML data
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals
Data Mining and Knowledge Discovery
Specifying OLAP Cubes on XML Data
Journal of Intelligent Information Systems
Computing Iceberg Queries Efficiently
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Cryptographic techniques for privacy-preserving data mining
ACM SIGKDD Explorations Newsletter
Tools for privacy preserving distributed data mining
ACM SIGKDD Explorations Newsletter
k-anonymity: a model for protecting privacy
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Privacy preserving association rule mining in vertically partitioned data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Privacy-preserving k-means clustering over vertically partitioned data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Foundations of Cryptography: Volume 2, Basic Applications
Foundations of Cryptography: Volume 2, Basic Applications
XBench Benchmark and Performance Testing of XML DBMSs
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data
IEEE Transactions on Knowledge and Data Engineering
Cardinality-based inference control in OLAP systems: an information theoretic approach
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Extending XQuery for analytics
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Cardinality-based inference control in data cubes
Journal of Computer Security
Privacy-preserving distributed k-means clustering over arbitrarily partitioned data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Analytical processing of XML documents: opportunities and challenges
ACM SIGMOD Record
Privacy preservation for data cubes
Knowledge and Information Systems
Auditing sum-queries to make a statistical database secure
ACM Transactions on Information and System Security (TISSEC)
Privacy Preserving Query Processing Using Third Parties
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
SIAM Journal on Computing
Accuracy Control in Compressed Multidimensional Data Cubes for Quality of Answer-based OLAP Tools
SSDBM '06 Proceedings of the 18th International Conference on Scientific and Statistical Database Management
Answering top-k queries with multi-dimensional selections: the ranking cube approach
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
L-diversity: Privacy beyond k-anonymity
ACM Transactions on Knowledge Discovery from Data (TKDD)
Approximate range---sum query answering on data cubes with probabilistic guarantees
Journal of Intelligent Information Systems
Privacy, accuracy, and consistency too: a holistic solution to contingency table release
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Quotient cube: how to summarize the semantics of a data cube
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
XMark: a benchmark for XML data management
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Auditing and Inference Control in Statistical Databases
IEEE Transactions on Software Engineering
XFlat: Query-friendly encrypted XML view publishing
Information Sciences: an International Journal
OLAP Query Processing for XML Data in RDBMS
SWOD '07 Proceedings of the 2007 IEEE International Workshop on Databases for Next Generation Researchers
Two approaches to the integration of heterogeneous data warehouses
Distributed and Parallel Databases
Dynamic anonymization: accurate statistical analysis with privacy preservation
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
How to generate and exchange secrets
SFCS '86 Proceedings of the 27th Annual Symposium on Foundations of Computer Science
A Probabilistic Framework for Building Privacy-Preserving Synopses of Multi-dimensional Data
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
A Robust Sampling-Based Framework for Privacy Preserving OLAP
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
FRAPP: a framework for high-accuracy privacy-preserving mining
Data Mining and Knowledge Discovery
LCS-Hist: taming massive high-dimensional data cube compression
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Privacy-preserving indexing of documents on the network
The VLDB Journal — The International Journal on Very Large Data Bases
Cubing Algorithms for XML Data
DEXA '09 Proceedings of the 2009 20th International Workshop on Database and Expert Systems Application
A cubic-wise balance approach for privacy preservation in data cubes
Information Sciences: an International Journal
EC-Web'07 Proceedings of the 8th international conference on E-commerce and web technologies
Differential privacy: a survey of results
TAMC'08 Proceedings of the 5th international conference on Theory and applications of models of computation
Balancing accuracy and privacy of OLAP aggregations on data cubes
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
FMC: an approach for privacy preserving OLAP
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
On private scalar product computation for privacy-preserving data mining
ICISC'04 Proceedings of the 7th international conference on Information Security and Cryptology
A New Model for Secure Dissemination of XML Content
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An improved algorithm for computing logarithms over and its cryptographic significance (Corresp.)
IEEE Transactions on Information Theory
Trustworthiness analysis of sensor data in cyber-physical systems
Journal of Computer and System Sciences
Data warehousing and OLAP over big data: current challenges and future research directions
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
A new tool for sharing and querying of clinical documents modeled using HL7 Version 3 standard
Computer Methods and Programs in Biomedicine
Hi-index | 0.00 |
Privacy Preserving Distributed OLAP is becoming a critical challenge for next-generation Business Intelligence (BI) scenarios, due to the ''natural suitability'' of OLAP in analyzing distributed massive BI repositories in a multidimensional and multi-granularity manner. In particular, in these scenarios XML-formatted BI repositories play a dominant role, due to the well-know amenities of XML in modeling and representing distributed business data. However, while Privacy Preserving Distributed Data Mining has been widely investigated, the problem of effectively and efficiently supporting privacy preserving OLAP over distributed collections of XML documents, which is relevant in practice, has been neglected so far. In order to fulfill this gap, we propose a novel Secure Multiparty Computation (SMC)-based privacy preserving OLAP framework for distributed collections of XML documents. The framework has many novel features ranging from nice theoretical properties to an effective and efficient protocol, called Secure Distributed OLAP aggregation protocol (SDO). The efficiency of our approach has been validated by an experimental evaluation over distributed collections of synthetic, benchmark and real-life XML documents.