{"id":1098,"date":"2025-11-26T23:08:16","date_gmt":"2025-11-26T14:08:16","guid":{"rendered":"https:\/\/www.mindware-jp.com\/en\/?page_id=1098"},"modified":"2025-11-26T23:08:16","modified_gmt":"2025-11-26T14:08:16","slug":"cybersecurity-x-ai-maps","status":"publish","type":"page","link":"https:\/\/www.mindware-jp.com\/en\/cybersecurity-x-ai-maps\/","title":{"rendered":"Cybersecurity \u00d7 AI Maps"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">Emerging Market Perception Map Series powered by ConceptMiner<\/mark><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0&nbsp;<strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Cybersecurity \u00d7 AI Maps <\/strong>is a systematization of a wide range of cybersecurity fields, including cyberattack methods, threat intelligence, security countermeasure technologies, AI defense methods, automated intrusion detection (IDS), zero trust, cloud security, and cryptography, using <strong>ConceptMiner&#8217;s Growing Batch Neural Gas + Minimum Spanning Tree technolog<\/strong>y to structure and organize them into multiple Perception Maps (conceptual structure maps).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Unlike typical cybersecurity reports, this is a<strong> completely new type of knowledge product that structures<\/strong> and conceptually maps text information and supplementary data collected from the internet using large-scale language models (LLMs) and data mining technology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The overall structure of the cyber world, where attack vectors, attacker objectives, defense frameworks, and areas of AI utilization are intricately intertwined, is visualized as an <strong>&#8220;easy-to-understand conceptual model&#8221;<\/strong> that can be used for corporate security strategies, CSIRT, SOC operations, and business risk assessments.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Release date<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>May 15, 2026<\/strong>\u00a0(First release: Version 1.0)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After that, we plan to release several updated versions (1.1\/1.2) including additional models.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Included Perception Maps (examples)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Because cybersecurity is a broad field and technology evolves rapidly, we will gradually release <strong>approximately 15-18 models<\/strong> across Versions 1.0-1.2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Below are some representative examples (subject to adjustments at the time of official release).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Models(sample)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cyber \u200b\u200bAttack Method (Attack Vector) Structure Map <br>(Phishing, Malware, Ransomware, Supply Chain Attacks)<\/li>\n\n\n\n<li>AI Threat Detection Technology Map<br>(Anomaly Detection, Behavioral Analysis, Log Analysis)<\/li>\n\n\n\n<li>Cloud Security x AI Map<br>(Zero Trust, IAM, Cloud Vulnerability Management)<\/li>\n\n\n\n<li>SOC\/CSIRT x AI Operation Structure Map<br>(Automatic Incident Classification, Escalation Assistance)<\/li>\n\n\n\n<li>Cryptography\/Secret Computation x AI Map<br>(Encryption, Secret Sharing, Federated Learning)<\/li>\n\n\n\n<li>Threat Actor Cluster Structure Map<br>(Nation-State, Crime Organizations, Hacktivists)<\/li>\n\n\n\n<li>AI Security Assessment Technology Map<br>(Red Teaming, Alignment, Model Vulnerabilities)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Notable trends (analysis and commentary)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In the field of cybersecurity and AI, the evolution of attack methods and the adoption of AI in defense methods are progressing simultaneously.<br>These maps provide <strong>conceptual models that allow users to intuitively grasp<\/strong> these complex, multi-layered structures.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>The Rise of Automated and Sophisticated Attacks (AI-Assisted Attacks)<\/strong><br><br>With the spread of generative AI and large-scale language models,<br>automation of attack document generation and script generation has rapidly increased.<br><\/li>\n\n\n\n<li><strong>The application of AI to anomaly detection and behavioral analysis has become widespread.<\/strong><br><br>The focus has shifted from traditional signature-based defenses to AI-based &#8220;unknown threat detection.&#8221;<br><\/li>\n\n\n\n<li><strong>The use of AI in SOC\/CSIRT operations has rapidly expanded.<\/strong><br><br>Automation of log analysis, alert prioritization, and initial incident response is progressing.}<br><\/li>\n\n\n\n<li><strong>Zero Trust implementation has become more complex, necessitating &#8220;AI management.&#8221;<\/strong><br><br>As access control and authentication structures continue to expand,<br>AI-based policy management optimization is required.<br><\/li>\n\n\n\n<li><strong>Integration with cryptography and secure distributed computing has become essential.<\/strong><br><br>Against the backdrop of privacy protection and regulatory compliance (GDPR\/NIST),<br>the movement toward AI x secure computing\/homomorphic cryptography has accelerated.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">In this series, we will organize these using <strong>structural visualization with GNG-MST<\/strong>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Deliverables<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1.Shared Browser Access Model (Perception Maps)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">No ConceptMiner license required.<br>Interactive operation possible from the provided URL.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Thematic Overview Report (PDF).<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cyber \u200b\u200bAI Market Structure<\/li>\n\n\n\n<li>Overview of Each Model<\/li>\n\n\n\n<li>Explanation of Key Trends<\/li>\n\n\n\n<li>Data Collection Methodology Overview<br>(PDF updates will be distributed upon update)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Version update notification (email)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Version 1.0 \u2192 1.1 \u2192 1.2<br>Release information for additional models and clusters will be released.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0\u00a0<\/strong>Price and Purchase<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Regular Price: USD 1,200<br><strong>Pre-order Price: USD 1,020<\/strong>\u00a0(until December 20, 2025)<\/li>\n\n\n\n<li>Pay online through Stripe<\/li>\n\n\n\n<li>URLs and PDF will be sent via email after publication.<\/li>\n\n\n\n<li>Additional models will be automatically delivered.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Target users<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CSIRT\/SOC personnel<\/li>\n\n\n\n<li>Security companies<\/li>\n\n\n\n<li>Cloud security personnel<\/li>\n\n\n\n<li>Financial institutions\/critical infrastructure companies<\/li>\n\n\n\n<li>Consultants<\/li>\n\n\n\n<li>Experts who want to gain a bird&#8217;s-eye view of threat analysis and zero-trust architecture<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u25a0 Release Schedule<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Released May 15, 2026 (first version: Version 1.0).<br>Versions 1.1 and 1.2 will be released between 2 and 6 weeks later.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.mindware-jp.com\/en\/emerging-market-perception-map-series-empm-series\/\"><a href=\"https:\/\/www.mindware-jp.com\/en\/emerging-market-perception-map-series-empm-series\/\">&lt; Back<\/a><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Emerging Market Perception Map Series powered by ConceptMiner \u25a0&nbsp;Overview Cybersecurity \u00d7 AI Maps is a systematization of a wide range of cybersecurity fields, including cyberattack methods, threat intelligence, security countermeasure technologies, AI defense methods, automated intrusion detection (IDS), zero trust, cloud security, and cryptography, using ConceptMiner&#8217;s Growing Batch Neural Gas + Minimum Spanning Tree technology [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1098","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/comments?post=1098"}],"version-history":[{"count":1,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1098\/revisions"}],"predecessor-version":[{"id":1099,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1098\/revisions\/1099"}],"wp:attachment":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/media?parent=1098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}