Techniques for generating malware signatures based on developer fingerprints in debug information are disclosed. In some embodiments, a system, process, and/or computer program product for generating malware signatures based on developer fingerprints in debug information includes receiving a sample, in which the sample includes a binary executable file; matching one or more paths in content of the binary executable file based on a plurality of patterns; extracting meta information from the one or more matched paths; and automatically generating a signature based on the extracted meta information.