{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10546123","patent":{"patent_number":"US-10546123","title":"Systems and methods for identifying malicious computer files","assignee":null,"inventors":[],"filing_date":"2017-06-23T00:00:00.000Z","publication_date":"2020-01-28T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N","G06N","G06N","G06N"],"num_claims":14,"abstract":"A computer-implemented method for identifying malicious computer files may include (i) receiving, by a computing device, a set of files from a set of client devices, (ii) performing, by the computing device, a machine learning classification of file attributes on the set of files, (iii) determining, based on the machine learning classification, a node pattern of a suspicious file in the set of files, (iv) calculating, by hashing the node pattern, a file prevalence score of the suspicious file, and (v) performing, by the computing device, a security action based on the file prevalence score of the suspicious file. Various other methods, systems, and computer-readable media are also disclosed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for identifying malicious computer files","description":"A computer-implemented method for identifying malicious computer files may include (i) receiving, by a computing device, a set of files from a set of client devices, (ii) performing, by the computing ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10546123","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-10546123","citation_suggestion":"Patentable. \"Systems and methods for identifying malicious computer files\" (US-10546123). https://patentable.app/patents/US-10546123","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10546123","json":"https://patentable.app/api/llm-context/US-10546123","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:25:43.504Z"}