{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10546143","patent":{"patent_number":"US-10546143","title":"System and method for clustering files and assigning a maliciousness property based on clustering","assignee":null,"inventors":[],"filing_date":"2017-11-14T00:00:00.000Z","publication_date":"2020-01-28T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F"],"num_claims":28,"abstract":"A file is received. File contents are transformed using a space-filling curve. The results are down-sampled to generate a sample locus. A cluster identifier is assigned to the file. In response to a determination that the cluster identifier is not present in a data store, a set of candidate nearest neighbors is determined for the cluster identifier. For each candidate nearest neighbor, a set of existing cluster identifiers present in the data store is determined. For each existing cluster identifier, a set of member loci is determined. An edit distance between the sample locus and each of the member loci is determined. Finally, in response to a determination that a first locus in the set of member loci is within a threshold edit distance of the sample locus, one or more properties associated with the first locus is assigned to the file."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for clustering files and assigning a maliciousness property based on clustering","description":"A file is received. File contents are transformed using a space-filling curve. The results are down-sampled to generate a sample locus. A cluster identifier is assigned to the file. In response to a d","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10546143","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-10546143","citation_suggestion":"Patentable. \"System and method for clustering files and assigning a maliciousness property based on clustering\" (US-10546143). https://patentable.app/patents/US-10546143","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10546143","json":"https://patentable.app/api/llm-context/US-10546143","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T21:24:33.310Z"}