Abstract:
Cloud computing and big data are used most to meet user functional requirements. Big data analysis, conversion, extraction, and refinement can prevent disease and predict group behavior. Big data includes users’ private data.
Service providers need private data from users to function. Some SaaS service providers collect and analyze sensitive private data without authorization to gain economic benefits, resulting in data disclosure. This paper proposes a private data chain disclosure discovery method to prevent illegal disclosure of sensitive privacy information.
First, we measure similarity and cost of private data disclosure. Second, the disclosure chain and key private data are detected during user-SaaS service interaction based on similarity and cost. Third, we propose and test a private data chain discovery framework.
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