{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11277420","patent":{"patent_number":"US-11277420","title":"Systems and methods to detect abnormal behavior in networks","assignee":null,"inventors":[],"filing_date":"2018-02-14T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06N","H04L","H04L","H04L","H04L","G06N","G06N"],"num_claims":20,"abstract":"Systems and methods implemented by a computer to detect abnormal behavior in a network include obtaining Performance Monitoring (PM) data including one or more of production PM data, lab PM data, and simulated PM data; determining a model based on machine learning training with the PM data; receiving live PM data from the network; utilizing the live PM data with the model to detect an anomaly in the network; and causing an action to address the anomaly."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods to detect abnormal behavior in networks","description":"Systems and methods implemented by a computer to detect abnormal behavior in a network include obtaining Performance Monitoring (PM) data including one or more of production PM data, lab PM data, and ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11277420","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-11277420","citation_suggestion":"Patentable. \"Systems and methods to detect abnormal behavior in networks\" (US-11277420). https://patentable.app/patents/US-11277420","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11277420","json":"https://patentable.app/api/llm-context/US-11277420","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:39:25.661Z"}