使用privas确保数据隐私——数据发布者的工具

IF 0.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS IADIS-International Journal on Computer Science and Information Systems Pub Date : 2019-01-01 DOI:10.33965/ijcsis_2019140203
J. M. Miguel, M. Pereira, P. Henriques, M. Beron
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引用次数: 0

摘要

当今的技术可以很容易地提取、存储、处理和使用有关个人和组织的信息。收集的数据量的增加及其对我们社会的价值,起初是一个巨大的进步,可以用来优化流程,寻找解决方案和支持决策,但也带来了与缺乏隐私和恶意攻击机密信息相关的新问题。本文提出了一种数据库匿名化工具。数据发布者可以使用它来保护信息免受控制所需隐私级别和数据有用性的攻击。为了指定这些需求,使用了DSL (PrivasL),并且基于语言处理技术的存储库转换的自动化是这项工作的新颖之处。
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ASSURING DATA PRIVACY WITH PRIVAS – A TOOL FOR DATA PUBLISHERS
The technology of nowadays allows to easily extract, store, process and use information about individuals and organizations. The increase of the amount of data collected and its value to our society was, at first, a great advance that could be used to optimize processes, find solutions and support decisions but also brought new problems related with lack of privacy and malicious attacks to confidential information. In this paper, a tool to anonymize databases is presented. It can be used by data publishers to protect information from attacks controlling the desired privacy level and the data usefulness. In order to specify these requirements a DSL (PrivasL) is used and the automatization of repository transformation, that is based on language processing techniques, is the novelty of this work.
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IADIS-International Journal on Computer Science and Information Systems
IADIS-International Journal on Computer Science and Information Systems COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
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