Data mining as a tool in privacy-preserving data publishing
نویسندگان
چکیده
منابع مشابه
Data Mining as a Tool in Privacy-preserving Data Publishing
Many databases contain data about individuals that are valuable for research, marketing, and decision making. Sharing or publishing data about individuals is however prone to privacy attacks, breaches, and disclosures. The concern here is about individuals’ privacy—keeping the sensitive information about individuals private to them. Data mining in this setting has been shown to be a powerful to...
متن کاملPrivacy-preserving Data Mining, Sharing and Publishing
In the constantly developing world, e-health systems hold great promise for improving global access to healthcare services. Current significant technological visions of innovation in healthcare systems identify an approach to join different technological sectors and the need for technological platforms as well. These are: standardized electronic health records (eHR), aggregated public health da...
متن کاملPrivacy - Preserving Data Publishing
The success of data mining relies on the availability of high quality data. To ensure quality data mining, effective information sharing between organizations becomes a vital requirement in today's society. Since data mining often involves person-specific and sensitive information like medical records, the public has expressed a deep concern about their privacy. Privacy-preserving data publishi...
متن کاملTowards Privacy Preserving Data Publishing∗
High quality and useful knowledge is to be found in the integrated data from various organizations, and the discovered knowledge is essential for building intelligent systems such as business analysis and health surveillance. However, concern about breaching privacy is a major obstacle of this process. This project aims to develop new efficient and effective techniques for privacy protection in...
متن کاملPrivacy preserving data publishing: Review
Privacy preserving data publishing (PPDP) methods a new class of privacy preserving data mining (PPDM) technology, has been developed by the research community working on security and knowledge discovery. It is common to share data between two organizations in many application areas. When data are to be shared between parties, there could be some sensitive patterns which should not be disclosed...
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ژورنال
عنوان ژورنال: Tatra Mountains Mathematical Publications
سال: 2010
ISSN: 1210-3195
DOI: 10.2478/v10127-010-0011-z