{"title":"AI \u0026 Machine Learning Threat Modeling","description":"","products":[{"product_id":"elevation-of-machine-learning-security-card-game","title":"Elevation of Machine Learning Security threat modeling Game","description":"\u003cp\u003eIf you’re looking to understand AI\/ML security risks, get the whole team involved and discover threats before they become incidents, Elevation of MLSec gives you a practical, engaging way to do it.\u003c\/p\u003e\n\u003cp\u003eCreated by Elias Brattli Sørensen, Elevation of MLSec is a threat modeling card game inspired by Adam Shostack’s Elevation of Privilege game, and based on the risk framework published by the Berryville Institute of Machine Learning (BIML). \u003c\/p\u003e\n\u003cp\u003eEach card captures a specific AI or machine learning security threat, based on recognised research from BIML and OWASP, and turns it into a practical prompt your team can apply to the system in front of them.\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eElevation of MLSec has been carefully designed for \u003c\/span\u003e\u003cstrong\u003e\u003cspan\u003esecurity teams, developers, ML engineers, architects, consultants and anyone responsible for building or deploying AI systems securely\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e. No specialist AI security expertise is required. The cards help mixed teams explore threats together, share knowledge and ask better security questions.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cimg 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alt=\"\"\u003eElevation of MLSec is \u003cspan\u003e© 2024 Kantega AS\u003c\/span\u003e\u003cimg 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alt=\"\"\u003e\u003c\/p\u003e\n\u003c!----\u003e","brand":"Agile Stationery","offers":[{"title":"Default Title","offer_id":55167400280451,"sku":"","price":24.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/MLSEC-CARDS-01.png?v=1742111626"},{"product_id":"plot4ai-a-threat-modeling-library-to-build-responsible-ai","title":"PLOT4ai: Practical Library Of Threats 4 Artificial Intelligence","description":"\u003cp data-start=\"127\" data-end=\"358\"\u003eCreated by Isabel Barberá, this deck offers a comprehensive methodology to help developers and those deploying AI systems identify and mitigate risks associated with AI.\u003c\/p\u003e\n\u003cp data-start=\"360\" data-end=\"601\"\u003eIt's been designed to bring together all stakeholders involved in an AI project, from developers and engineers to policymakers and legal experts, so they can collectively identify and manage potential threats throughout the AI lifecycle.\u003c\/p\u003e\n\u003cp data-start=\"603\" data-end=\"860\"\u003eThe deck includes 138 cards, each highlighting a specific threat that an AI system might encounter. These threats are organised into eight categories, covering technical, legal, social, and ethical risks in line with the latest AI regulations and standards.\u003c\/p\u003e","brand":"Agile Stationery","offers":[{"title":"Default Title","offer_id":55167404016003,"sku":"","price":30.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/GroupPic-PLOT4AI.png?v=1749463163"},{"product_id":"owasp-cornucopia-web-app-with-companion-edition","title":"OWASP Cornucopia Web App Companion Set - 25ᵗʰ Anniversary Edition","description":"\u003cp\u003eThis edition combines the \u003ca rel=\"noopener\" href=\"https:\/\/cybersecgames.com\/collections\/owasp-cornucopia-collection\/products\/owasp%C2%AE-cornucopia-3-0-website-app-edition-threat-modeling-cards-copy\" target=\"_blank\"\u003eOWASP Cornucopia Web App Edition v3.0\u003c\/a\u003e with the all-new Companion Edition v1.0, bringing together a total of 158 scenarios across 12 suits for continuous gamified threat modeling in this set.\u003c\/p\u003e\n\u003cp\u003eThe Web App Edition includes six suits covering Data Validation, Authentication, Session Management, Authorization, Cryptography \u0026amp; Cornucopia. The Companion Edition introduces six additional suits focused on modern software development domains:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAgentic AI\u003c\/li\u003e\n\u003cli\u003eAutomated Threats\u003c\/li\u003e\n\u003cli\u003eCloud\u003c\/li\u003e\n\u003cli\u003eFrontend\u003c\/li\u003e\n\u003cli\u003eLarge Language Models\u003c\/li\u003e\n\u003cli\u003eDevOps\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThis version connects gameplay with well-researched standards including, amongst others: OWASP ASVS, AISVS, SAMM, DSOMM, CAPEC, OWASP Top 10, and STRIDE.\u003c\/p\u003e\n\u003cp\u003eOWASP is a registered trademark of the OWASP Foundation.\u003c\/p\u003e","brand":"CyberSec Games","offers":[{"title":"Default Title","offer_id":58013458661763,"sku":null,"price":45.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/Render_Mockup_4000_3000_2026-05-11_4.png?v=1778490566"},{"product_id":"phantom-b-wallet-cards-by-adam-shostack-pack-of-10","title":"PHANTOM-B Wallet cards  by Adam Shostack (pack of 10)","description":"\u003cdiv class=\"c-message_kit__blocks c-message_kit__blocks--rich_text\"\u003e\n\u003cdiv class=\"c-message__message_blocks c-message__message_blocks--rich_text\"\u003e\n\u003cdiv class=\"p-block_kit_renderer\"\u003e\n\u003cdiv class=\"p-block_kit_renderer__block_wrapper p-block_kit_renderer__block_wrapper--first\"\u003e\n\u003cdiv dir=\"auto\" class=\"p-rich_text_block\"\u003e\n\u003cdiv class=\"p-rich_text_section\"\u003e\n\u003cp class=\"PDq2pG_selectionAnchorContainer\"\u003eAI development moves quickly. Threat modelling needs to be able to keep up.\u003cspan class=\"PDq2pG_selectionAnchor\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003ePHANTOM-B Wallet Cards give your team a simple physical reference for design reviews, architecture discussions, sprint meetings or quick conversations at the whiteboard.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eEight prompts. One question: what can go wrong?\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eGreat for handing out during training or keeping the key messages front of mind. Useful for security, engineering and product teams designing or reviewing AI-enabled systems, including applications using LLMs, copilots, agents, RAG and other generative AI workflows.\u003c\/p\u003e\n\u003cp\u003ePrinted on durable plastic, each card measures \u003cstrong\u003e85 × 55 mm\u003c\/strong\u003e, similar in size to a standard business card. Supplied in packs of 10.\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003ePHANTOM-B was created by threat modelling expert Adam Shostack of Shostack+Associates as an approach for identifying threats associated with the LLM components of systems.\u003c\/em\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv role=\"group\" class=\"c-message_kit__reaction_bar c-reaction_bar c-reaction_bar--light c-reaction_bar--collapsed\"\u003e\u003cbr\u003e\u003c\/div\u003e","brand":"CyberSec Games","offers":[{"title":"Default Title","offer_id":62424739283331,"sku":null,"price":12.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/Phantom-B-Wallet-Cards-02-with-drop-shadow-2.png?v=1787233404"},{"product_id":"elevation-of-autonomy","title":"Elevation of Autonomy for Threat Modelling AI Systems","description":"\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eElevation of Autonomy\u003c\/span\u003e\u003c\/strong\u003e\u003cspan\u003e is a card-based threat-modelling deck designed to help teams identify security, privacy and architectural risks in systems that use AI, large language models and autonomous agents.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eRather than working through another checklist, your team applies each threat directly to the system you are building. The cards provide prompts for discussion, helping engineers uncover risks, challenge assumptions and decide where stronger controls are needed.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThe deck extends the card-based threat-modelling approach of \u003c\/span\u003e\u003ca href=\"https:\/\/cybersecgames.com\/collections\/enterprise-security\/products\/elevation-of-privilege-game\" target=\"_blank\" rel=\"noopener\"\u003e\u003cstrong\u003e\u003cspan\u003eElevation of Privilege\u003c\/span\u003e\u003c\/strong\u003e\u003c\/a\u003e\u003cspan\u003e into the AI and agentic systems space.\u003c\/span\u003e\u003c\/p\u003e","brand":"CyberSec Games","offers":[{"title":"Default Title","offer_id":62728118894979,"sku":null,"price":18.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/Untitleddesign_21.png?v=1791314516"},{"product_id":"serverless-hotel-booking-system-threat-modelling-dfd-copy","title":"AI Case Management System - Threat Modelling DFD","description":"\u003cp\u003e\u003cstrong\u003e\u003cspan\u003eA ready-to-use AI system architecture for hands-on threat modelling practice.\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eGive your team a realistic AI-enabled system to threat model without needing to prepare one of your own.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis reusable A3 Data Flow Diagram presents a fictional local-authority case management platform combining traditional application components with Large Language Models, machine learning, RAG and AI agents.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUse it to explore security risks, data flows, trust boundaries and AI-specific threats as a team — whether you are playing the \u003c\/span\u003e\u003ca href=\"https:\/\/cybersecgames.com\/products\/elevation-of-machine-learning-security-card-game\" target=\"_blank\" rel=\"noopener\"\u003e\u003cstrong\u003e\u003cspan\u003eElevation of Machine Learning Security game\u003c\/span\u003e\u003c\/strong\u003e\u003c\/a\u003e\u003cspan\u003e, running an AI security workshop, or simply looking for a realistic architecture to practise on.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThe diagram is laminated for use with dry-wipe pens, allowing teams to annotate the architecture, highlight areas of concern and map threats directly onto the system during a session.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eA copy of our \u003cem\u003eWestford Council Threat Modeling Exercise\u003c\/em\u003e is included to provide the story and technical context behind the architecture.\u003c\/span\u003e\u003c\/p\u003e","brand":"CyberSec Games","offers":[{"title":"Single copy","offer_id":62754243445123,"sku":null,"price":12.0,"currency_code":"GBP","in_stock":true},{"title":"Pack of 5","offer_id":62754243477891,"sku":null,"price":54.0,"currency_code":"GBP","in_stock":true},{"title":"Pack of 10","offer_id":62754243510659,"sku":null,"price":96.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0913\/9568\/6787\/files\/Case-Management-System-DFD_-_SQUARED.png?v=1791292935"}],"url":"https:\/\/cybersecgames.com\/collections\/ai-machine-learning-security-copy.oembed","provider":"CyberSec Games","version":"1.0","type":"link"}