A method, system, and computer program product for identifying files that are found during a malware scan, thus enabling them to be excluded from further analysis. A method for handling a potential malware file comprises the steps of scanning a plurality of files to identify at least one file as potential malware, querying a database to determine whether the at least one file is known, and handling the at least one file based on whether the at least one file is known.