{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11294756","patent":{"patent_number":"US-11294756","title":"Anomaly detection in a network","assignee":null,"inventors":[],"filing_date":"2019-09-19T00:00:00.000Z","publication_date":"2022-04-05T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","H04L","H04L"],"num_claims":14,"abstract":"Anomaly detection for one or more streams of time-series data can use an encoder/decoder pair, such as in a variational autoencoder (VAE) in combination with an aggregator or classifier, such as a random isolation forest (RIF). A particular application relates to detecting anomalies in network updates in a large number of network devices that can transmit the updates to a collector for analysis. The encoder/decoder pair can include a neural network with long short-term memory cells or similar type cells. Using the combination, a single anomaly score can be produced from multiple streams of the time-series data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Anomaly detection in a network","description":"Anomaly detection for one or more streams of time-series data can use an encoder/decoder pair, such as in a variational autoencoder (VAE) in combination with an aggregator or classifier, such as a ran","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11294756","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-11294756","citation_suggestion":"Patentable. \"Anomaly detection in a network\" (US-11294756). https://patentable.app/patents/US-11294756","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11294756","json":"https://patentable.app/api/llm-context/US-11294756","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T01:50:53.650Z"}