{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461577","patent":{"patent_number":"US-11461577","title":"Method for protecting the intellectual property rights of a trained machine learning network model using digital watermarking by adding, on purpose, an anomaly to the training data","assignee":null,"inventors":[],"filing_date":"2019-02-01T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06N","G06V"],"num_claims":18,"abstract":"The invention provides a method for marking a machine learning model, said method comprising providing a training dataset, adding at least one anomaly to said training dataset, and training said machine learning model using said training dataset. This can for instance help to protect property rights on trained neural networks."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for protecting the intellectual property rights of a trained machine learning network model using digital watermarking by adding, on purpose, an anomaly to the training data","description":"The invention provides a method for marking a machine learning model, said method comprising providing a training dataset, adding at least one anomaly to said training dataset, and training said machi","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461577","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-11461577","citation_suggestion":"Patentable. \"Method for protecting the intellectual property rights of a trained machine learning network model using digital watermarking by adding, on purpose, an anomaly to the training data\" (US-11461577). https://patentable.app/patents/US-11461577","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461577","json":"https://patentable.app/api/llm-context/US-11461577","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:44:53.500Z"}