{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11507670","patent":{"patent_number":"US-11507670","title":"Method for testing an artificial intelligence model using a substitute model","assignee":null,"inventors":[],"filing_date":"2020-03-04T00:00:00.000Z","publication_date":"2022-11-22T00:00:00.000Z","cpc_codes":["G06F","G06N","G06N","G06N","G06N","G06F","G06N"],"num_claims":20,"abstract":"The present disclosure relates to a computer implemented method for testing an artificial intelligence module (AI-module). The method comprises generating a substitute module using first input datasets and first output datasets, wherein the first output datasets are generated on the basis of the first input datasets using the AI-module. Adversarial input datasets are generated on the basis of the first input datasets using the substitute module. The adversarial input datasets are used for assessing a resilience of the AI-module against adversarial attacking by using the first output datasets and second output datasets, wherein the second output datasets are generated on the basis of the adversarial input datasets using the AI-module."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for testing an artificial intelligence model using a substitute model","description":"The present disclosure relates to a computer implemented method for testing an artificial intelligence module (AI-module). The method comprises generating a substitute module using first input dataset","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11507670","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-11507670","citation_suggestion":"Patentable. \"Method for testing an artificial intelligence model using a substitute model\" (US-11507670). https://patentable.app/patents/US-11507670","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11507670","json":"https://patentable.app/api/llm-context/US-11507670","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T02:40:47.354Z"}