{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10503903","patent":{"patent_number":"US-10503903","title":"Method, system, and device for inferring malicious code rule based on deep learning method","assignee":null,"inventors":[],"filing_date":"2016-11-16T00:00:00.000Z","publication_date":"2019-12-10T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N"],"num_claims":15,"abstract":"A method, a system and a terminal device for inferring a malicious code rule based on a deep learning method. The method comprises: performing twice training on a known malicious code character string by utilizing a deep learning method based on a word2vec thought, thus obtaining a character string having maximum correlation with the malicious code character string, and further obtaining a character string rule of a malicious code. The method infers a malicious code rule having a low false alarm rate and a high coverage rate by fully utilizing the feature of a malicious sample, thereby optimizing an existing virus detection engine, and increasing detection efficiency of a malicious code."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method, system, and device for inferring malicious code rule based on deep learning method","description":"A method, a system and a terminal device for inferring a malicious code rule based on a deep learning method. The method comprises: performing twice training on a known malicious code character string","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10503903","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-10503903","citation_suggestion":"Patentable. \"Method, system, and device for inferring malicious code rule based on deep learning method\" (US-10503903). https://patentable.app/patents/US-10503903","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10503903","json":"https://patentable.app/api/llm-context/US-10503903","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T12:31:18.459Z"}