{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11533373","patent":{"patent_number":"US-11533373","title":"Global iterative clustering algorithm to model entities' behaviors and detect anomalies","assignee":null,"inventors":[],"filing_date":"2021-04-30T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["H04L","G06F","H04L","H04L","H04L","H04L","H04L","H04L","H04L"],"num_claims":26,"abstract":"A method for searching for abnormal sessions, the method may include (a) obtaining session metadata for each of session of a group of sessions; wherein a session metadata of a session is indicative of at least one session feature that represents activities of the session; (b) forming multiple chunks, whereas each chunk comprises session metadata regarding a portion of the group of sessions; (c) for each chunk, generating chunk-based clusters by applying an iterative clustering process on data points that represent session metadata of the chunk; (d) generating group-based clusters, based on the chunk-based clusters; (e) determining, based at least on the group-based clusters, user profiles and abnormal sessions."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Global iterative clustering algorithm to model entities' behaviors and detect anomalies","description":"A method for searching for abnormal sessions, the method may include (a) obtaining session metadata for each of session of a group of sessions; wherein a session metadata of a session is indicative of","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11533373","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-11533373","citation_suggestion":"Patentable. \"Global iterative clustering algorithm to model entities' behaviors and detect anomalies\" (US-11533373). https://patentable.app/patents/US-11533373","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11533373","json":"https://patentable.app/api/llm-context/US-11533373","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:17:42.090Z"}