{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481615","patent":{"patent_number":"US-11481615","title":"Anti-spoofing of neural networks","assignee":null,"inventors":[],"filing_date":"2018-07-16T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06N","G06V","G06N","G06N","G06N","G06T","G06V","G06T","G06T","G06T"],"num_claims":20,"abstract":"Anti-spoofing of a deep learning neural network may include receiving, by an artificial neural network implemented in hardware, an image and multi-dimensional spatial frequency data for the image. The artificial neural network is trained using training images and multi-dimensional spatial frequency data for the training images. Using the artificial neural network, a classification for an object in an image is determined based on the image and the multi-dimensional spatial frequency data for the image."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Anti-spoofing of neural networks","description":"Anti-spoofing of a deep learning neural network may include receiving, by an artificial neural network implemented in hardware, an image and multi-dimensional spatial frequency data for the image. The","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481615","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-11481615","citation_suggestion":"Patentable. \"Anti-spoofing of neural networks\" (US-11481615). https://patentable.app/patents/US-11481615","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481615","json":"https://patentable.app/api/llm-context/US-11481615","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:22:27.784Z"}