A Study Of Inference Control Techniques

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A Study Of Inference Control Techniques

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Author :
language : en
Publisher:
Release Date :

A Study Of Inference Control Techniques written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

Security is a major issue in every field and it impacts more when intruders get the information of an individual from the database either directly or indirectly. There are two approaches to break the confidentiality, either directly or indirectly. Here we study about different types of techniques which protect the confidentiality from indirect disclosure. These techniques are called Inference Control Techniques and also known as Statistical Disclosure Control methods. Indirect disclosure differs from the other security problems because in this presumptive intruders or external users deduce the information by set of available queries having low security risk i.e., they do computations on set of available information which is non sensitive and from that information they get the sensitive information. Inference control techniques protect the publicly released statistics of companies and institutions, such that presumptive user could not get any private information about any individual entity. Inference control in statistical databases is a part of information security which tries to prevent published statistical information (tables, individual records) from disclosing the contribution of specific respondents. Here we shall analyze about information loss, disclosure risk measures and performance of the various techniques. The major challenge to Statistical Disclosure Control is that modified data should be such that it provides more useful information with less disclosure risk i.e., protection should be maximized and information loss should be minimized. Since there is a trade-off between information loss and disclosure risk i.e., generally it happens that if disclosure risk is less then information loss will be more and vice versa. Here we propose some ideas which may provide optimal results.

Inference Control In Statistical Databases

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Author : Josep Domingo-Ferrer
language : en
Publisher: Springer
Release Date : 2002-04-17

Inference Control In Statistical Databases written by Josep Domingo-Ferrer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-04-17 with Computers categories.

Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.

Masters Theses In The Pure And Applied Sciences

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Author : Wade H. Shafer
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Masters Theses In The Pure And Applied Sciences written by Wade H. Shafer and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Social Science categories.

Masters Theses in the Pure and Applied Sciences was first conceived, published, and disseminated by the Center for Information and Numerical Data Analysis and Synthesis (CINDAS) * at Purdue University in 1 957, starting its coverage of theses with the academic year 1955. Beginning with Volume 13, the printing and dissemination phases of the activity were transferred to University Microfilms/Xerox of Ann Arbor, Michigan, with the thought that such an arrangement would be more beneficial to the academic and general scientific and technical community. After five years of this joint undertaking we had concluded that it was in the interest of all con cerned if the printing and distribution of the volumes were handled by an interna tional publishing house to assure improved service and broader dissemination. Hence, starting with Volume 18, Masters Theses in the Pure and Applied Sciences has been disseminated on a worldwide basis by Plenum Publishing Cor poration of New York, and in the same year the coverage was broadened to include Canadian universities. All back issues can also be ordered from Plenum. We have reported in Volume 29 (thesis year 1984) a total of 12,637 theses titles from 23 Canadian and 202 United States universities. We are sure that this broader base for these titles reported will greatly enhance the value of this important annual reference work. While Volume 29 reports theses submitted in 1984, on occasion, certain univer sities do report theses submitted in previous years but not reported at the time.

Smart Sensing And Context

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Author : Paul Havinga
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-10-23

Smart Sensing And Context written by Paul Havinga and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-23 with Computers categories.

This book constitutes the refereed proceedings of the First European Conference on Smart Sensing and Context, EuroSSC 2006, held in Enschede, Netherlands in October 2006. The 15 revised full papers and 14 revised short papers presented were carefully reviewed and selected from over 50 submissions.

Statistical Inference As Severe Testing

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Author : Deborah G. Mayo
language : en
Publisher: Cambridge University Press
Release Date : 2018-09-20

Statistical Inference As Severe Testing written by Deborah G. Mayo and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-20 with Mathematics categories.

Unlock today's statistical controversies and irreproducible results by viewing statistics as probing and controlling errors.

Inference Control In Statistical Databases

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Author : Josep Domingo-Ferrer
language : en
Publisher: Springer
Release Date : 2003-08-01

Inference Control In Statistical Databases written by Josep Domingo-Ferrer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-01 with Computers categories.

Inference control in statistical databases, also known as statistical disclosure limitation or statistical confidentiality, is about finding tradeoffs to the tension between the increasing societal need for accurate statistical data and the legal and ethical obligation to protect privacy of individuals and enterprises which are the source of data for producing statistics. Techniques used by intruders to make inferences compromising privacy increasingly draw on data mining, record linkage, knowledge discovery, and data analysis and thus statistical inference control becomes an integral part of computer science. This coherent state-of-the-art survey presents some of the most recent work in the field. The papers presented together with an introduction are organized in topical sections on tabular data protection, microdata protection, and software and user case studies.

Computer Security Esorics 2003

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Author : Einar Snekkenes
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-09-29

Computer Security Esorics 2003 written by Einar Snekkenes and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-09-29 with Business & Economics categories.

This book constitutes the refereed proceedings of the 8th European Symposium on Research in Computer Security, ESORICS 2003, held in Gjovik, Norway in October 2003. The 19 revised full papers presented were carefully reviewed and selected from 114 submissions. Among the topics addressed are signature control, access control, key exchange, broadcast protocols, privacy preserving technologies, attack analysis, electronic voting, identity control, authentication, security services, smart card security, formal security protocols analysis, and intrusion detection.

Advanced Information Systems Engineering

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Author : Anne Banks Pidduck
language : en
Publisher: Springer Science & Business Media
Release Date : 2002-05-17

Advanced Information Systems Engineering written by Anne Banks Pidduck and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-05-17 with Business & Economics categories.

This book constitutes the refereed proceedings of the 14th International Conference on Advanced Information Systems Engineering, CAiSE 2002, held in Toronto, Canada, in May 2002. The 42 revised full papers and 26 short papers presented together with four invited contributions were carefully reviewed and selected from a total of 173 submissions. The book offers topical sections on Web application development, knowledge management, deployment issues, semantics of information, system qualities, integration issues, analysis and adaption, retrieval and performance, requirement issues, schema matching and evolution, workflows, semantics and logical representations, understanding and using methods, and modeling objects and relationships.

Proceedings 2004 Vldb Conference

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Author : VLDB
language : en
Publisher: Elsevier
Release Date : 2004-10-08

Proceedings 2004 Vldb Conference written by VLDB and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-10-08 with Computers categories.

Proceedings of the 30th Annual International Conference on Very Large Data Bases held in Toronto, Canada on August 31 - September 3 2004. Organized by the VLDB Endowment, VLDB is the premier international conference on database technology.

Pervasive Information Security And Privacy Developments Trends And Advancements

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Author : Nemati, Hamid
language : en
Publisher: IGI Global
Release Date : 2010-07-31

Pervasive Information Security And Privacy Developments Trends And Advancements written by Nemati, Hamid and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-31 with Computers categories.

Privacy and security concerns are at the forefront of research and critical study in the prevalence of information technology. Pervasive Information Security and Privacy Developments: Trends and Advancements compiles research on topics such as technical, regulatory, organizational, managerial, cultural, ethical, and human aspects of information security and privacy. This reference offers methodologies, research frameworks, theory development and validation, case studies, simulations, technological architectures, infrastructure issues in design, and implementation of secure and privacy preserving initiatives.