{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11936670","patent":{"patent_number":"US-11936670","title":"Using machine learning to detect malicious upload activity","assignee":null,"inventors":[],"filing_date":"2023-02-14T00:00:00.000Z","publication_date":"2024-03-19T00:00:00.000Z","cpc_codes":["G06F","H04L","G06F","G06F","G06N","G06N","G06N","G06N","H04L","H04L"],"num_claims":23,"abstract":"A method for training a machine learning model using information pertaining to characteristics of upload activity performed at one or more client devices includes generating first training input including (i) information identifying, for each of a plurality of application categories, data categories pertaining to first amounts of data uploaded from the client device during a specified time interval. The method includes generating a first target output that indicates whether the data categories corresponding to the first amounts of data correspond to malicious or non-malicious upload activity. The method includes providing the training data to train the machine learning model on (i) a set of training inputs including the first training input, and (ii) a set of target outputs including the first target output."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Using machine learning to detect malicious upload activity","description":"A method for training a machine learning model using information pertaining to characteristics of upload activity performed at one or more client devices includes generating first training input inclu","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11936670","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-11936670","citation_suggestion":"Patentable. \"Using machine learning to detect malicious upload activity\" (US-11936670). https://patentable.app/patents/US-11936670","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11936670","json":"https://patentable.app/api/llm-context/US-11936670","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:34:14.833Z"}