[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31220":3,"doc-seo-31220":27},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":20,"language":21,"language_code":22,"table_of_contents":23,"faqs":24,"seo_title":13,"seo_description":14,"update_tm":25,"read_time":26},31220,8796095360427,"Lucas Martin","https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d",8,"Research & Report","Auspex Building Threat Modeling Tradecraft Into an Artificial Intelligence-Based Copilot","Auspex is a threat modeling system built with specialized generative AI methods that capture threat modeling tradecraft. It uses tradecraft prompting in two stages: architecture ingestion and system decomposition/description, followed by chained prompts for threat identification, classification, and mitigation. The output is a threat matrix listing threat scenarios, threat types, information security categorizations, and mitigations, produced in minutes rather than weeks. Evaluation with cybersecurity experts on real banking systems establishes its quality and utility, and the work concludes with performance and enhancement plans.","cbCaiciAOccqIgNX","https://ap.wps.com/l/cbCaiciAOccqIgNX","pdf",2358615,1,16,"English","en","# Introduction\n## Threat modeling history and frameworks\n## Tools and emerging generative AI approaches\n## Threat modeling process and outputs","[{\"question\":\"What is Auspex and what problem does it address?\",\"answer\":\"Auspex is an AI-based threat modeling system that encodes threat modeling tradecraft into prompts to reduce the time and resource burden of producing threat models compared with manual processes.\"},{\"question\":\"How does Auspex work internally?\",\"answer\":\"Auspex uses two-stage tradecraft prompting: first it ingests system architecture information to drive decomposition and description, then it chains prompts to support threat identification, classification, and mitigation.\"},{\"question\":\"What format does Auspex produce as the final result?\",\"answer\":\"Auspex produces a formal threat matrix specifying threat scenarios, threat types, information security categorizations, and potential mitigations.\"}]",1779224441,40,{"code":4,"msg":28,"data":29},"ok",{"site_id":30,"language":22,"slug":31,"title":13,"keywords":32,"description":14,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":25},105,"auspex-building-threat-modeling-tradecraft-into-an-artificial-intelligence-based-copilot","",{"@graph":34,"@context":83},[35,52,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,49],{"item":39,"name":40,"@type":41,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/document/","Document",2,{"item":47,"name":12,"@type":41,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":41,"position":51},"https://docshare.wps.com/document/auspex-building-threat-modeling-tradecraft-into-an-artificial-intelligence-based-copilot/31220/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":60,"encodingFormat":59,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":39,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-05-19",true,{"@type":63,"interactionType":64,"userInteractionCount":4},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What is Auspex and what problem does it address?","Question",{"text":73,"@type":74},"Auspex is an AI-based threat modeling system that encodes threat modeling tradecraft into prompts to reduce the time and resource burden of producing threat models compared with manual processes.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"How does Auspex work internally?",{"text":78,"@type":74},"Auspex uses two-stage tradecraft prompting: first it ingests system architecture information to drive decomposition and description, then it chains prompts to support threat identification, classification, and mitigation.",{"name":80,"@type":71,"acceptedAnswer":81},"What format does Auspex produce as the final result?",{"text":82,"@type":74},"Auspex produces a formal threat matrix specifying threat scenarios, threat types, information security categorizations, and potential mitigations.","https://schema.org",{"og:url":50,"og:type":85,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":87,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]