IriusRisk - Threat Modeling AI/ML Systems Essentials

The short course Threat Modeling AI Systems – Essentials is a streamlined version of our comprehensive Threat Modeling AI Systems program. It equips professionals with core AI/ML threat modeling knowledge, covering STRIDE, the Four-Question Framework, and an IriusRisk demonstration.

  • Course duration

    40 mins

  • Chapters

    5

  • Difficulty

    Beginner

  • Cost

    Free of charge

  • Badge

    Included

  • Certification

    Included

    Audience

    This essentials course is ideal for:
     • AI/ML Engineers and Data Scientists seeking fast-track knowledge in threat modeling.
     • Security Engineers and Analysts focused on AI-specific risks.
     • DevOps and IT Managers integrating lightweight security gates into ML pipelines.
     • Compliance and Risk Professionals ensuring AI/ML systems meet governance standards.
     • Product Owners and Technical Leads requiring a succinct overview of AI threat modeling best practices.

    Learning Objective

    This concise, high-impact course delivers the core skills needed to identify and mitigate security risks in AI/ML systems through threat modeling. Designed as an accessible entry point into AI/ML security, the course introduces foundational concepts, common threat vectors, and key risk assessment techniques specific to intelligent systems.

    Participants will gain a high-level understanding of the STRIDE methodology and the Four-Question Framework, both adapted for the AI/ML context. A focused hands-on demonstration using IriusRisk walks learners through creating a simple threat model, mapping threats to countermeasures, and integrating security checks into AI development workflows. Ideal for professionals seeking a quick yet credible credential, this course emphasizes clarity, applicability, and rapid upskilling.