{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11483346","patent":{"patent_number":"US-11483346","title":"Reinforcement learning for application responses using deception technology","assignee":null,"inventors":[],"filing_date":"2020-05-27T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","H04L","H04L"],"num_claims":14,"abstract":"Disclosed herein are method, system, and computer-readable storage medium embodiments for reinforcement learning applied to application responses using deception technology. An embodiment includes configuring at least one computer processor to perform operations that include detecting an unauthorized access attempt associated with an attacker, and recording an input log that includes inputs received from the attacker. An embodiment may further include operations of generating a state representation corresponding to an execution state of at least one software application, computing one or more predicted inputs, based at least in part on the input log and the state representation, and modifying, via at least one software agent, the execution state of at least the software application, based at least in part on the one or more predicted input. Types of attacks (unauthorized access attempts) may include cross-site scripting, cross-site request forgery, SQL injection, code injection, brute-force attack, buffer-overflow attack, or a combination thereof."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Reinforcement learning for application responses using deception technology","description":"Disclosed herein are method, system, and computer-readable storage medium embodiments for reinforcement learning applied to application responses using deception technology. An embodiment includes con","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11483346","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-11483346","citation_suggestion":"Patentable. \"Reinforcement learning for application responses using deception technology\" (US-11483346). https://patentable.app/patents/US-11483346","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11483346","json":"https://patentable.app/api/llm-context/US-11483346","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:59:51.722Z"}