{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11501013","patent":{"patent_number":"US-11501013","title":"Autonomous machine learning methods for detecting and thwarting malicious database access","assignee":null,"inventors":[],"filing_date":"2022-07-08T00:00:00.000Z","publication_date":"2022-11-15T00:00:00.000Z","cpc_codes":["G06F","H04L","G06F","G06F","G06N","H04W","G06F"],"num_claims":18,"abstract":"An anomaly detection method includes receiving, at a processor, a request including a query that references a database. A plurality of attributes is identified based on the request. The processor concurrently processes the query to identify a result, and analyzes the plurality of attributes to identify an anomaly score. When the anomaly score exceeds a first predefined threshold, a signal representing a quarantine request is sent, and a signal representing the result is not sent. When the anomaly score is between the first predefined threshold and a second predefined threshold, a signal representing a notification and a signal representing the result are sent. When the anomaly score is below the second predefined threshold, a signal representing a quarantine request is sent, and a signal representing the result is not sent."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Autonomous machine learning methods for detecting and thwarting malicious database access","description":"An anomaly detection method includes receiving, at a processor, a request including a query that references a database. A plurality of attributes is identified based on the request. The processor conc","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11501013","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-11501013","citation_suggestion":"Patentable. \"Autonomous machine learning methods for detecting and thwarting malicious database access\" (US-11501013). https://patentable.app/patents/US-11501013","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11501013","json":"https://patentable.app/api/llm-context/US-11501013","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T19:08:05.256Z"}