{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11528259","patent":{"patent_number":"US-11528259","title":"Systems and methods for providing a systemic error in artificial intelligence algorithms","assignee":null,"inventors":[],"filing_date":"2021-10-12T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06Q","G06Q","G06V","G06V","H04L","H04L","H04L","H04L","G06Q","H04L"],"num_claims":17,"abstract":"Disclosed is a process for testing a suspect model to determine whether it was derived from a source model. An example method includes receiving, from a model owner node, a source model and a fingerprint associated with the source model, receiving a suspect model at a service node, based on a request to test the suspect model, applying the fingerprint to the suspect model to generate an output and, when the output has an accuracy that is equal to or greater than a threshold, determining that the suspect model is derived from the source model. Imperceptible noise can be used to generate the fingerprint which can cause predictable outputs from the source model and a potential derivative thereof."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for providing a systemic error in artificial intelligence algorithms","description":"Disclosed is a process for testing a suspect model to determine whether it was derived from a source model. An example method includes receiving, from a model owner node, a source model and a fingerpr","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11528259","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-11528259","citation_suggestion":"Patentable. \"Systems and methods for providing a systemic error in artificial intelligence algorithms\" (US-11528259). https://patentable.app/patents/US-11528259","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11528259","json":"https://patentable.app/api/llm-context/US-11528259","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T16:44:46.180Z"}