{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11522885","patent":{"patent_number":"US-11522885","title":"System and method for information gain for malware detection","assignee":null,"inventors":[],"filing_date":"2022-02-08T00:00:00.000Z","publication_date":"2022-12-06T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","G06N","H04L","G06N","G06N","G06N"],"num_claims":14,"abstract":"Systems and methods for malware detection are provided herein. In some embodiments, a system having one or more processors is configured to: perform, on a plurality of user devices, at least one of a static analysis or a behavioral analysis of a file downloaded to a user device; receive a plurality of features extracted from the downloaded file; train at least one machine learning model, on a central server in communication with the plurality of user device, based on the plurality of features; distribute the at least one trained machine learning model to the plurality of user devices; and update at least one of a machine learning model used for the static analysis or behavioral analysis with the distributed at least one trained machine learning model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for information gain for malware detection","description":"Systems and methods for malware detection are provided herein. In some embodiments, a system having one or more processors is configured to: perform, on a plurality of user devices, at least one of a ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11522885","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-11522885","citation_suggestion":"Patentable. \"System and method for information gain for malware detection\" (US-11522885). https://patentable.app/patents/US-11522885","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11522885","json":"https://patentable.app/api/llm-context/US-11522885","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T19:17:02.863Z"}