{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11954689","patent":{"patent_number":"US-11954689","title":"Updating a machine learning fraud model based on third party transaction information","assignee":null,"inventors":[],"filing_date":"2022-12-09T00:00:00.000Z","publication_date":"2024-04-09T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06Q","H04L","H04L"],"num_claims":20,"abstract":"A device receives first transaction information associated with a first transaction, and a first transaction account utilized for the first transaction and associated with a first financial institution. The device determines, based on a fraud model, that the first transaction is to be denied due to potential fraud associated with the first transaction account and receives second transaction information associated with a second transaction, and a second transaction account utilized for the second transaction and associated with a second financial institution. The device processes the first transaction information and the second transaction information, with a matching model, to determine whether the first transaction information matches the second transaction information and determines that the first transaction was incorrectly denied when the first transaction information matches the second transaction information within a predetermined threshold. The device performs one or more actions based on determining that the first transaction was incorrectly denied."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Updating a machine learning fraud model based on third party transaction information","description":"A device receives first transaction information associated with a first transaction, and a first transaction account utilized for the first transaction and associated with a first financial institutio","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11954689","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-11954689","citation_suggestion":"Patentable. \"Updating a machine learning fraud model based on third party transaction information\" (US-11954689). https://patentable.app/patents/US-11954689","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11954689","json":"https://patentable.app/api/llm-context/US-11954689","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T16:50:45.099Z"}