Systems and methods are provided for securing data. A processing device receives a data set and identifies a first subset of data from a first dimension of a multi-dimensional representation of the data set. The processing device encrypts the first subset of data using a first encryption technique to yield a first encrypted subset of data and replaces the first subset of data in the multi-dimensional representation of the data set with the first subset of encrypted data. The processing device then identifies a second subset of data from a second dimension of the multi-dimensional representation of the data set, with the second subset of data including at least a portion of the first subset of encrypted data, and encrypts the second subset of data using a second encryption technique to yield a second encrypted subset of data.