{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11977962","patent":{"patent_number":"US-11977962","title":"Immutable watermarking for authenticating and verifying AI-generated output","assignee":null,"inventors":[],"filing_date":"2022-11-16T00:00:00.000Z","publication_date":"2024-05-07T00:00:00.000Z","cpc_codes":["G06N","G06F","H04L","H04L","H04L","G06N"],"num_claims":20,"abstract":"Embodiments are directed to immutable watermarking for authenticating and verifying artificial intelligence (AI)-generated output. An embodiment of a system includes a processor of a monitoring system, wherein the processor is to: receive first content from an edge device and second content from an adversary system, wherein the first content comprises output of a machine learning (ML) model as applied to captured content at the edge device; receive a digital signature corresponding to the first content; process the digital signature to extract a global unique identifier (GUID) of the ML model that generated the first content; verify the extracted GUID against data obtained from a shared registry; in response to successfully verifying the extracted GUID, provide the first content for consumption at a monitoring consumption application; and in response to determining that the second content is not associated with a verifiable GUID, refuse the second content at the monitoring consumption application."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Immutable watermarking for authenticating and verifying AI-generated output","description":"Embodiments are directed to immutable watermarking for authenticating and verifying artificial intelligence (AI)-generated output. An embodiment of a system includes a processor of a monitoring system","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11977962","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-11977962","citation_suggestion":"Patentable. \"Immutable watermarking for authenticating and verifying AI-generated output\" (US-11977962). https://patentable.app/patents/US-11977962","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11977962","json":"https://patentable.app/api/llm-context/US-11977962","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:58:59.556Z"}