{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11294996","patent":{"patent_number":"US-11294996","title":"Systems and methods for using machine learning for image-based spoof detection","assignee":null,"inventors":[],"filing_date":"2019-10-15T00:00:00.000Z","publication_date":"2022-04-05T00:00:00.000Z","cpc_codes":["G06V","G06F","G06N","G06N","G06T","G06V","G06V","G06V","G06F","G06T"],"num_claims":14,"abstract":"Disclosed herein are systems and methods for using machine learning for image-based spoof detection. One embodiment takes the form of a method that includes obtaining an input-data set that includes a plurality of images captured of a biometric-authentication subject by a plurality of cameras of a camera system. The method also includes inputting the input-data set into a trained machine-learning module, and processing the input-data set using the machine-learning module to obtain, from the machine-learning module, a spoof-detection result for the biometric-authentication subject. The method also includes outputting the spoof-detection result for the biometric-authentication subject."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for using machine learning for image-based spoof detection","description":"Disclosed herein are systems and methods for using machine learning for image-based spoof detection. One embodiment takes the form of a method that includes obtaining an input-data set that includes a","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11294996","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-11294996","citation_suggestion":"Patentable. \"Systems and methods for using machine learning for image-based spoof detection\" (US-11294996). https://patentable.app/patents/US-11294996","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11294996","json":"https://patentable.app/api/llm-context/US-11294996","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T06:58:39.486Z"}