{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11948379","patent":{"patent_number":"US-11948379","title":"Systems and methods of detecting email-based attacks through machine learning","assignee":null,"inventors":[],"filing_date":"2020-10-12T00:00:00.000Z","publication_date":"2024-04-02T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","H04L","H04L","H04L","H04L","H04L","G06N","H04L"],"num_claims":20,"abstract":"A system including at least one processor; and at least one memory having stored thereon computer program code that, when executed by the at least one processor, controls the at least one processor to: receive an email addressed to a user; separate the email into a plurality of email components; analyze, using respective machine-learning techniques, each of the plurality of email components; feed the analysis of each of the plurality of email components into a stacked ensemble analyzer; and based on an output of the stacked ensemble analyzer, determine whether the email is malicious."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods of detecting email-based attacks through machine learning","description":"A system including at least one processor; and at least one memory having stored thereon computer program code that, when executed by the at least one processor, controls the at least one processor to","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11948379","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-11948379","citation_suggestion":"Patentable. \"Systems and methods of detecting email-based attacks through machine learning\" (US-11948379). https://patentable.app/patents/US-11948379","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11948379","json":"https://patentable.app/api/llm-context/US-11948379","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:22:36.015Z"}