Secure computation with horizontally partitioned data using adaptive regressive splines
Joyee Ghosh, Jerome P. Reiter, Alan F. Karr (2006)
Submitted to the Journal of Computational Statistics and Data Analysis

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A Framework for Evaluating the Utility of Data
Altered to Protect Confidentiality
A. F. Karr, C. N. Kohnen, A. Oganian, J. P. Reiter, and A. P. Sanil (2006)
To appear in The American Statistician
View/Download PDF (206 KB)

Secure, Privacy-Preserving Analysis of Distributed Databases
Alan F. Karr, William J. Fulp, Francisco Vera, S. Stanley Young, Xiaodong Lin, and Jerome P. Reiter (2005)
View/Download PDF (1.6 MB)

Statistical Confidentiality in Longitudinal Linked Data: Objectives and Attributes
Mario Trottini (2005)
UNECE/Eurostat Work Session on Statistical Data Confidentiality, Geneva, Switzerland, November 9-11, 2005
View/Download PDF (112 KB)

ROMM methodology for microdata release
D. Ting, S. E. Fienberg, and M. Trottini (2005)
UNECE/Eurostat Work Session on Statistical Data Confidentiality, Geneva, Switzerland, November 9-11, 2005
View/Download PDF ( 121 KB)

Data mining and the hunt for terrorists
Stephen E. Fienberg (2005)
to appear in Focus (a Carnegie Mellon University publication for faculty and staff), Fall, 2005
View/Download PDF (156 KB)

Secure Analysis of Distributed Chemical Databases
without Data Integration
Alan F. Karr, Jun Feng, Xiaodong Lin, Jerome P. Reiter, Ashish P. Sanil, and S. Stanley Young (2005)
View/Download PDF (683 KB)

Data Quality: A Statistical Perspective
Alan F. Karr, Ashish P. Sanil and David L. Banks (2005)
Submitted to Statistical Methodology
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Statistical issues and challenges associated with rapid detection
of bio-terrorist attacks
Stephen E. Fienberg and Galit Shmeuli (2004)
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Preserving the Confidentiality of Categorical Statistical Data Bases
When Releasing Information for Association Rules
Stephen E. Fienberg and Aleksandra B. Slavkovic (2005)
View/Download PDF (268 KB)

Additive noise and multiplicative bias as disclosure limitation techniques for continuous microdata: A simulation study
M. Trottini, S.E. Fienberg, U.E. Makov, and M.M. Meyer (2003)
View/Download PDF (97 KB)

Data Quality and Data Confidentiality for Microdata: Implications and Strategies
Alan F. Karr and Ashish P. Sanil (2004)
To appear in Bulletin of the International Statistical Institute, 55rd Session.
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Homeland Insecurity: Datamining, Terrorism Detection, and Confidentiality
Stephen E. Fienberg (2004)
To appear in Bulletin of the International Statistical Institute, 55rd Session.
View/Download PDF (96 KB)

Secure Statistical Analysis of Distributed Databases
Alan F. Karr, Xiaodong Lin, Ashish P. Sanil, Jerome P. Reiter (2005)
To appear in "Statistical Methods in Counterterrorism" edited by D. Olwell and A. G. Wilson
(ASA-SIAM Series on Statistics and Applied Probability).
View/Download PDF (406 KB)

Secure Regression for Vertically Partitioned, Partially
Overlapping Data
Jerome P. Reiter, Christine N. Kohnen, Alan F. Karr, Xiaodong Lin, and Ashish P. Sanil (2004)
View/Download PDF (106 KB)

Privacy Preserving Analysis of Vertically Partitioned Data
Using Secure Matrix Products
Alan F. Karr, Xiaodong Lin, Jerome P. Reiter, and Ashish P. Sanil (2004)
View/Download PDF ( 111 KB)

Cyclic Perturbation: Protecting Confidentiality While Preserving Data Utility in Tabular Data
George Duncan and Stephen Roehrig (2004)
Submitted to the Journal of Official Statistics
View/Download PDF (226 KB)

Exact and Heuristic Methods for Cell Suppression
in Multi-Dimensional Linked Tables
George Duncan, Ramayya Krishnan, Rema Padman and Stephen Roehrig (2004)
Submitted to the European Journal of Operational Research
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Data Confidentiality, Data Quality and Data Integration
in Federal Databases
Alan Karr
In Proceedings of dg.o 2004, National Conference on Digital Government Research, Seattle,
May 24-26, 2004
View/Download PDF (19KB)

Regressions on Distributed Databases
via Secure Multi-Party Computation
Alan Karr
In Proceedings of dg.o 2004, National Conference on Digital Government Research, Seattle, May 24-26, 2004
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Making the Release of Confidential Data from Multi-Way Tables Count
Stephen E. Fienberg and Aleksandra B. Slavkovic
View/Download PDF (187 KB)

Exploiting Dictionaries in Named Entity Extraction:
Combining Semi-Markov Extraction Processes and Data Integration Methods
William W. Cohen and Sunita Sarawagi
View/Download PDF (499 KB)

A Hierarchical Graphical Model for Record Linkage
Pradeep Ravikumar and William W. Cohen
View/Download PDF (440 KB)

Analysis of Integrated Data Without Data Integration
Alan F. Karr, Xiaodong Lin, Ashish P. Sanil, Jerome P. Reiter
View/Download PDF (255 KB)

Bounds for Cell Entries in Two-way Tables
Given Conditional Relative Frequencies
Aleksandra B. Slavkovic and Stephen E. Fienberg
View/Download PDF (215 KB)

Data Swapping: Variations on a Theme by Dalenius and Reiss
Stephen E. Fienberg and Julie McIntyre
View/Download PDF (165 KB)

Decision Models for Data Disclosure Limitation
Mario Trottini
View/Download PDF (1.53 MB)

Privacy Preserving Regression Modelling
via Distributed Computation
Ashish P. Sanil, Alan F. Karr, Jerome P. Reiter, and Xiaodong Lin
View/Download PDF (229 KB)

Database Security and Confidentiality: Examining Disclosure
Risk vs. Data Utility through the R-U Confidentiality Map
George T. Duncan, Sallie A. Keller-McNulty, and S. Lynne Stokes
View/Download PDF (304 KB)

Secure Regression on Distributed Databases
Alan F. Karr, Xiaodong Lin, Ashish P. Sanil, and Jerome P. Reiter
View/Download PDF (442 KB)

Data Swapping as a Decision Problem
Shanti Gomatam, Alan F. Karr and Ashish P. Sanil
revised, October 2004
View/Download PDF (2,317 KB)

Data Dissemination and Disclosure Limitation in a
World Without Microdata:
A Risk-Utility Framework for Remote Access Analysis Servers
S. Gomatam, A.F. Karr, J.P. Reiter and A.P. Sanil
View/Download PDF (320 KB)

A Comparison of String Distance Metrics for Name-Matching Tasks
William W. Cohen, Pradeep Ravikumar and Stephen E. Fienberg
View/Download PDF (454 KB)

Data Swapping: A Risk-Utility Framework
and Web Service Implementation
Shanti Gomatam, Alan F. Karr, Chunhua "Charlie" Liu, and Ashish P. Sanil
Presented at dgo.2003
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A Risk-Utility Framework for Categorical Data Swapping
Shanti Gomatam, Alan F. Karr and Ashish P. Sanil
Submitted to Journal of Official Statistics
View/Download PDF (161 KB)

Preserving Confidentiality of High-dimensional Tabulated Data:
Statistical and Computational Issues
Adrian Dobra, Alan F. Karr and Ashish P. Sanil
To Appear in Special Issue of Statistics and Computing on Confidentiality
View/Download PDF (78 KB)

NISS WebSwap: A Web Service for Data Swapping
Ashish Sanil, Shanti Gomatam and Alan F. Karr
Journal of Statistical Software   8(7)
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Software Systems for Tabular Data Releases
Alan F. Karr, Adrian Dobra, Ashish P. Sanil, Stephen E. Fienberg
International Journal on Uncertainty Fuzziness and Knowledge-based Systems   10(5), 529-544,2002
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