{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9705914","patent":{"patent_number":"US-9705914","title":"Signature creation for unknown attacks","assignee":null,"inventors":[],"filing_date":"2014-07-23T00:00:00.000Z","publication_date":"2017-07-11T00:00:00.000Z","cpc_codes":["H04L","H04L","H04W","H04W","G06F","G06F","G06F","G06F","H04L","H04L","H04L"],"num_claims":26,"abstract":"In one embodiment, a device in a network generates an expected traffic model based on a training set of data used to train a machine learning attack detector. The device provides the expected traffic model to one or more nodes in the network. The device receives an unexpected behavior notification from a particular node of the one or more nodes. The particular node generates the unexpected behavior notification based on a comparison between the expected traffic model and an observed traffic behavior by the node. The particular node also prevents the machine learning attack detector from analyzing the observed traffic behavior. The device updates the machine learning attack detector to account for the observed traffic behavior."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Signature creation for unknown attacks","description":"In one embodiment, a device in a network generates an expected traffic model based on a training set of data used to train a machine learning attack detector. The device provides the expected traffic ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9705914","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-9705914","citation_suggestion":"Patentable. \"Signature creation for unknown attacks\" (US-9705914). https://patentable.app/patents/US-9705914","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9705914","json":"https://patentable.app/api/llm-context/US-9705914","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T05:40:34.635Z"}