1. A device, comprising: one or more processors to: receive an instruction to classify software; identify a group of one or more user interfaces associated with the software based on receiving the instruction to classify the software; determine a group of one or more user interface signatures associated with the group of one or more user interfaces, a user interface signature, in the group of one or more user interface signatures, including information, associated with a user interface in the group of one or more user interfaces, that may be used to classify the software; provide the group of one or more user interface signatures as an input to a hash function; determine a hash value based on providing the group of one or more user interface signatures as the input to the hash function; determine an overall signature based on the hash value; generate information that identifies a classification of the software based on the overall signature and based on known signature information, the known signature information including information that corresponds to a correct software classification; and output the information that identifies the classification of the software.