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225
BALANCING RISK AND UTILITY – STATISTICAL DISCLOSURE CONTROL FOR
"... Topic (v): Statistical disclosure control methods for the next census round ..."
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Topic (v): Statistical disclosure control methods for the next census round
Statistical Disclosure Control from a
"... Statistical Disclosure Control (SDC) is a topic that can be approached from many different viewpoints. In this invited paper for the ETK/NTTS 2001 conference in Crete the users' point of view is considered. ..."
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Statistical Disclosure Control (SDC) is a topic that can be approached from many different viewpoints. In this invited paper for the ETK/NTTS 2001 conference in Crete the users' point of view is considered.
Semantic-Based Aggregation for Statistical Disclosure Control
"... In this paper we show how clustering can be used to aggregate different versions of the same data set in order to discover confidential information. Having these tools helps to not publish data that could be reidentified, which is known as Statistical Disclosure Control. In particular, the paper is ..."
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In this paper we show how clustering can be used to aggregate different versions of the same data set in order to discover confidential information. Having these tools helps to not publish data that could be reidentified, which is known as Statistical Disclosure Control. In particular, the paper
Statistical Disclosure Control for Data Privacy Preservation
"... With the phenomenal change in a way data are collected, stored and disseminated among various data analyst there is an urgent need of protecting the privacy of data. As when individual data get disseminated among various users, there is a high risk of revelation of sensitive data related to any indi ..."
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individual, which may violate various legal and ethical issues. Statistical Disclosure Control (SDC) is often applied to statistical databases for preserving the privacy of individual data. Microaggregation is an efficient Statistical Disclosure Control perturbative technique for microdata protection i
On the Complexity of Optimal Microaggregation for Statistical Disclosure Control
- Statistical Journal of the United Nations Economic Comission for Europe
, 2001
"... Statistical disclosure control (SDC), also termed inference control two decades ago, is an integral part of data security dealing with the protection of statistical databases. The basic problem in SDC is to release data in a way that does not lead to disclosure of individual information (high securi ..."
Abstract
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Cited by 32 (8 self)
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Statistical disclosure control (SDC), also termed inference control two decades ago, is an integral part of data security dealing with the protection of statistical databases. The basic problem in SDC is to release data in a way that does not lead to disclosure of individual information (high
On The Connections Between Statistical Disclosure Control For Microdata And Some Artificial Intelligence Tools
, 2003
"... Statistical disclosure control (SDC) and artificial intelligence (AI) use similar tools for di#erent purposes. This workdescribx the common elements ofb1q areas to increase their synergy. ..."
Abstract
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Cited by 7 (5 self)
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Statistical disclosure control (SDC) and artificial intelligence (AI) use similar tools for di#erent purposes. This workdescribx the common elements ofb1q areas to increase their synergy.
New efficient attacks on statistical disclosure control mechanisms
- IN CRYPTO
, 2008
"... The goal of a statistical database is to provide statistics about a population while simultaneously protecting the privacy of the individual records in the database. The tension between privacy and usability of statistical databases has attracted much attention in statistics, theoretical computer ..."
Abstract
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Cited by 34 (6 self)
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The goal of a statistical database is to provide statistics about a population while simultaneously protecting the privacy of the individual records in the database. The tension between privacy and usability of statistical databases has attracted much attention in statistics, theoretical computer
Quadratic interior-point methods in statistical disclosure control
, 2003
"... The safe dissemination of statistical tabular data is one of the main concerns of National Statistical Institutes (NSIs). Although each cell of the tables is made up of the aggregated information of several individuals, the statistical secret can be violated. NSIs must guarantee that no individual i ..."
Abstract
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Cited by 9 (6 self)
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information can be derived from the released tables. One widely used type of methods to reduce the disclosure risk is based on the perturbation of the cell values. We consider a new controlled perturbation method which, given a set of tables to be protected, finds the closest safe onesâthus reducing
2003a) Safety Rules in Statistical Disclosure Control for Tabular Data
"... Abstract. We extend the safety rules used for the Statistical Disclosure Control of magnitude tables to include an intruder who models the ignorance about an unknown confidential quantity with a Uniform distribution. By applying this extension to the generalised p-rule we obtain the safety rules use ..."
Abstract
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Cited by 1 (1 self)
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Abstract. We extend the safety rules used for the Statistical Disclosure Control of magnitude tables to include an intruder who models the ignorance about an unknown confidential quantity with a Uniform distribution. By applying this extension to the generalised p-rule we obtain the safety rules
The Hybrid Synthetic Microdata Platform: A Method for Statistical Disclosure Control
"... Owners of biobanks are in an unfortunate position: on the one hand, they need to protect the privacy of their participants, whereas on the other, their usefulness relies on the disclosure of the data they hold. Existing methods for Statistical Disclosure Control attempt to find a balance between uti ..."
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Owners of biobanks are in an unfortunate position: on the one hand, they need to protect the privacy of their participants, whereas on the other, their usefulness relies on the disclosure of the data they hold. Existing methods for Statistical Disclosure Control attempt to find a balance between
Results 1 - 10
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225
