{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11960597","patent":{"patent_number":"US-11960597","title":"Method and system for static analysis of executable files","assignee":null,"inventors":[],"filing_date":"2021-08-31T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06F"],"num_claims":12,"abstract":"A method and a system for analysis of executable files are provided. The method comprises: obtaining a plurality of training executable files including at least one malicious executable file and at least one benign executable file; analyzing the plurality of training executable files to extract therefrom data including a plurality of features; transforming the data organizing the plurality of features in sets of features, a given one of which includes features of a respective predetermined type; identifying, in the given set of features, informative features indicative of a given training executable file being one of malicious and benign; combining, over the plurality of training executable files, for the respective predetermined data type, the informative features to generate at least one feature vector; and training, based on the at least one feature vector, at least one of classifier to determine if an in-use executable file is one of malicious and benign."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and system for static analysis of executable files","description":"A method and a system for analysis of executable files are provided. The method comprises: obtaining a plurality of training executable files including at least one malicious executable file and at le","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11960597","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11960597","citation_suggestion":"Patentable. \"Method and system for static analysis of executable files\" (US-11960597). https://patentable.app/patents/US-11960597","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11960597","json":"https://patentable.app/api/llm-context/US-11960597","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:44:35.695Z"}