Disclosed is a method and system for computing data security settings in a multi-dimensional system. The method includes receiving a query from a user to access a dataset, retrieving a membership tree of the user and determining a set of minimal branches of the membership tree. A minimal data security setting for the user is determined by computing a sum of products in the set of minimal branches. A data security setting for the user to access the dataset is determined based on the minimal data security setting and finally, the data security setting is embedded in the query to access the dataset.
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