Privacy preserving data publishing based on sensitivity in context of Big Data using Hive
نویسندگان
چکیده
منابع مشابه
A Survey on Big Data & Privacy Preserving Publishing Techniques
Big data describes very large data sets that have more diverse and complicated structure like weblogs, social media, email, sensors, and photographs. These less structured data and distinctiveness characteristics from traditional databases typically associated with extra complications in storing, analyzing and applying further procedures or extracting results. Big data analytics is the process ...
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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...
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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...
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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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Privacy is a major concern in big data mining. Advances in development of data mining technologies bring serious risk to the security of individual’s sensitive data. An emerging research in data mining, known as privacypreserving data mining (PPDM), has been broadly studied in recent years. The basic idea of PPDM is to transform or change the data in such a way so as to not to compromise on sec...
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ژورنال
عنوان ژورنال: Journal of Big Data
سال: 2018
ISSN: 2196-1115
DOI: 10.1186/s40537-018-0130-y