{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11308492","patent":{"patent_number":"US-11308492","title":"Anomaly and fraud detection with fake event detection using pixel intensity testing","assignee":null,"inventors":[],"filing_date":"2019-12-12T00:00:00.000Z","publication_date":"2022-04-19T00:00:00.000Z","cpc_codes":["G06Q","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06Q","G06Q","G06Q","G06Q","G06Q","G06T","G06T","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06F","G06N","G06N","G06T","G06T","G06V"],"num_claims":7,"abstract":"The present disclosure involves systems, software, and computer implemented methods for transaction auditing. One example method includes determining valid pixel-based pattern(s) that are included in valid reference images. Fraudulent pixel-based pattern(s) that are included in fraudulent reference images are determined. A request to classify an image is received. A determination is made as to whether pixel values in the image match a valid pixel-based pattern or a fraudulent pixel-based pattern. In response to determining that the pixel values match a valid pixel-based pattern, a likelihood of classifying the first image as a valid image is increased. In response to determining that the pixel values match a fraudulent pixel-based pattern, a likelihood that the image as a fraudulent image is increased. The image is classified in response to the request as either a valid image or a fraudulent image based on the likelihoods."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Anomaly and fraud detection with fake event detection using pixel intensity testing","description":"The present disclosure involves systems, software, and computer implemented methods for transaction auditing. One example method includes determining valid pixel-based pattern(s) that are included in ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11308492","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-11308492","citation_suggestion":"Patentable. \"Anomaly and fraud detection with fake event detection using pixel intensity testing\" (US-11308492). https://patentable.app/patents/US-11308492","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11308492","json":"https://patentable.app/api/llm-context/US-11308492","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T08:29:51.403Z"}