A Survey on Privacy Preservation for Anonymzing Data

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Provided by: Creative Commons
Topic: Big Data
Format: PDF
Private data such as electronic health records and banking transactions must be shared within the cloud environment to analysis or mining data for research purposes. In big data applications, data privacy is one of the most concerned issues because processing large-scale privacy-sensitive data sets often requires computation power provided by public cloud services. Introducing a technique called data anonymization, where the privacy of an individual can be preserved while aggregate information is shared for mining purposes.
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