Abstract: A method and apparatus for an automated classification of data in a data stream as private data includes receiving a data stream, parsing the data stream to determine parameter labels and parameter values; statistically analyzing the parameter labels and parameter value, and determining parameter labels corresponding to private data based on the analysis.