{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10523695","patent":{"patent_number":"US-10523695","title":"Threat modeling tool using machine learning","assignee":null,"inventors":[],"filing_date":"2017-07-24T00:00:00.000Z","publication_date":"2019-12-31T00:00:00.000Z","cpc_codes":["H04L","G06N","G06N","H04L","H04L"],"num_claims":20,"abstract":"Data is received that characterizes a software system. Thereafter, a threat model is generated, using at least one machine learning model, that optimally characterizes cybersecurity threats associated with the software system and provides security measures to counter such threats. The at least one machine learning model is trained using a plurality of historically generated threat models for a plurality of differing software systems. Subsequently, data can be provided that includes or otherwise characterizes the generated threat model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Threat modeling tool using machine learning","description":"Data is received that characterizes a software system. Thereafter, a threat model is generated, using at least one machine learning model, that optimally characterizes cybersecurity threats associated","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10523695","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-10523695","citation_suggestion":"Patentable. \"Threat modeling tool using machine learning\" (US-10523695). https://patentable.app/patents/US-10523695","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10523695","json":"https://patentable.app/api/llm-context/US-10523695","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:44:29.940Z"}