1. A method for identifying attributes of a portion of aggregated software security data comprising: accessing a text string from aggregated data retrieved from a plurality of on-line sources; searching a portion of said text string for an exact match to a particular attribute; searching said text string for one or more partial matches associated with said particular attribute; and associating said text string with said particular attribute based on said exact match or one or more of said partial matches.