An automated method and system for data usage compliance

Abstract

The application provides a kind of data use compliance automatic checking method and system, belong to data compliance checking technical field, this method includes: constructing compliance rule base and data asset directory;Strategy execution point is deployed in data operation process node, obtains the context information of current data operation request, obtains request feature vector and inputs compliance risk prediction model, obtains risk probability distribution, and the compliance dimension with risk probability greater than preset risk threshold is used as candidate rule violation dimension and detailed data attribute and specific compliance rule are obtained;Based on the context information of request, detailed data attribute and specific compliance rule are analyzed, detailed rule violation feature vector is generated, and is input into the preset rule violation classification model, to determine the specific rule violation clause and classification confidence of candidate rule violation dimension, filter out the rule violation event that needs automatic intervention, and generate checking decision based on specific compliance rule, execute corresponding automatic control action, and generate audit log.

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