Cybersecurity × AI Maps

Emerging Market Perception Map Series powered by ConceptMiner

■ Overview

Cybersecurity × 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’s Growing Batch Neural Gas + Minimum Spanning Tree technology to structure and organize them into multiple Perception Maps (conceptual structure maps).

Unlike typical cybersecurity reports, this is a completely new type of knowledge product that structures and conceptually maps text information and supplementary data collected from the internet using large-scale language models (LLMs) and data mining technology.

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 “easy-to-understand conceptual model” that can be used for corporate security strategies, CSIRT, SOC operations, and business risk assessments.

■ Release date

May 15, 2026 (First release: Version 1.0)

After that, we plan to release several updated versions (1.1/1.2) including additional models.

■ Included Perception Maps (examples)

Because cybersecurity is a broad field and technology evolves rapidly, we will gradually release approximately 15-18 models across Versions 1.0-1.2.

Below are some representative examples (subject to adjustments at the time of official release).

Models(sample)

  • Cyber ​​Attack Method (Attack Vector) Structure Map
    (Phishing, Malware, Ransomware, Supply Chain Attacks)
  • AI Threat Detection Technology Map
    (Anomaly Detection, Behavioral Analysis, Log Analysis)
  • Cloud Security x AI Map
    (Zero Trust, IAM, Cloud Vulnerability Management)
  • SOC/CSIRT x AI Operation Structure Map
    (Automatic Incident Classification, Escalation Assistance)
  • Cryptography/Secret Computation x AI Map
    (Encryption, Secret Sharing, Federated Learning)
  • Threat Actor Cluster Structure Map
    (Nation-State, Crime Organizations, Hacktivists)
  • AI Security Assessment Technology Map
    (Red Teaming, Alignment, Model Vulnerabilities)

■ Notable trends (analysis and commentary)

In the field of cybersecurity and AI, the evolution of attack methods and the adoption of AI in defense methods are progressing simultaneously.
These maps provide conceptual models that allow users to intuitively grasp these complex, multi-layered structures.

  1. The Rise of Automated and Sophisticated Attacks (AI-Assisted Attacks)

    With the spread of generative AI and large-scale language models,
    automation of attack document generation and script generation has rapidly increased.
  2. The application of AI to anomaly detection and behavioral analysis has become widespread.

    The focus has shifted from traditional signature-based defenses to AI-based “unknown threat detection.”
  3. The use of AI in SOC/CSIRT operations has rapidly expanded.

    Automation of log analysis, alert prioritization, and initial incident response is progressing.}
  4. Zero Trust implementation has become more complex, necessitating “AI management.”

    As access control and authentication structures continue to expand,
    AI-based policy management optimization is required.
  5. Integration with cryptography and secure distributed computing has become essential.

    Against the backdrop of privacy protection and regulatory compliance (GDPR/NIST),
    the movement toward AI x secure computing/homomorphic cryptography has accelerated.

In this series, we will organize these using structural visualization with GNG-MST.

■ Deliverables

1.Shared Browser Access Model (Perception Maps)

No ConceptMiner license required.
Interactive operation possible from the provided URL.

2. Thematic Overview Report (PDF).

  • Cyber ​​AI Market Structure
  • Overview of Each Model
  • Explanation of Key Trends
  • Data Collection Methodology Overview
    (PDF updates will be distributed upon update)

3. Version update notification (email)

Version 1.0 → 1.1 → 1.2
Release information for additional models and clusters will be released.

■ Price and Purchase

  • Regular Price: USD 1,200
    Pre-order Price: USD 1,020 (until December 20, 2025)
  • Pay online through Stripe
  • URLs and PDF will be sent via email after publication.
  • Additional models will be automatically delivered.

■ Target users

  • CSIRT/SOC personnel
  • Security companies
  • Cloud security personnel
  • Financial institutions/critical infrastructure companies
  • Consultants
  • Experts who want to gain a bird’s-eye view of threat analysis and zero-trust architecture

■ Release Schedule

Released May 15, 2026 (first version: Version 1.0).
Versions 1.1 and 1.2 will be released between 2 and 6 weeks later.

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