Improving efficiency for ensuring data group anonymity by developing an information technology
Journal Title: Восточно-Европейский журнал передовых технологий - Year 2018, Vol 6, Issue 4
Abstract
<p>Widespread introduction of methods that ensure anonymity of information about individual groups (teams) of respondents in the field of official statistics is restrained by the lack of relevant industrial information technologies and systems. A three-level client-server architecture of an information technology providing data group anonymity was provided in which clients, application servers and databases are united into a local network to enhance security of primary data. A conceptual data model covering all key components of group anonymity was described. Implementation of the technology based on the Java Enterprise Edition 8 platform, Oracle GlassFish Server application server, MySQL database server and SciLab engineering calculations system wase considered.</p><p>The information technology enables provision of group anonymity of data in the event of a threat of its violation by analyzing data of an auxiliary microfile. The technology provides operations for constructing fuzzy group models using a genetic algorithm and modification of a microfile with the help of a mimetic algorithm which enables effective provision of anonymity by introducing minor insignificant distortions into data.</p>Application of the technology was illustrated by solution of the task of providing anonymity of a military group based on real data of American Society Survey, 2013. It was shown that solving the problem by a team of five specialists has enabled at least two and a half times faster the process of preparation of a microfile than by the use of an existing technology
Authors and Affiliations
Oleg Chertov, Dan Tavrov
Keywords
Related Articles
- EP ID EP528269
- DOI 10.15587/1729-4061.2018.150805
- Views 71
- Downloads 0
Development of the method for rapid detection of hazardous atmospheric pollution of cities with the help of recurrence measures
The method for rapid detection of hazardous pollution of the atmosphere of cities, which is based on dynamic measures of recurrence (repeatability) of the states of the pollution concentration vector, was developed. The...
Improving energy efficiency of coal transportation by adjusting the speeds of a combine and a mine face conveyor
<span lang="EN-US">The object of this research is the process that forms the weighted specific energy consumption for the transportation of rock mass by a coal face scraper conveyor at intensive coal mining under conditi...
Development of structures of the aircraft fire alarm system by means of nested modules
<p>Optimization of structures of information management systems is determined by the choice of such a functional structure that would ensure high reliability of information. When creating complex systems, there is the pr...
Study of anode processes during development of the new complex thiocarbamidecitrate copper plating electrolyte
<p>The kinetics of anodic reactions occurring on copper in thiocarbamide-citrate solutions was studied. Thiocarbamide forms stable copper (I) complexes of the cationic type with a coordination number equal to unity. Citr...
Substantiation of parameters for the technological process of restoring machine parts by the method of plastic deformation
<p>We have studied technological processes related to the restoration of worn-out parts of agricultural machinery (plowshares, cultivator sweeps) that operate under conditions of intensive abrasive wear. We have determin...