This hands-on practical three-day course empowers AI engineers, developers, and security professionals to design secure AI systems by mastering AI-specific threat modelling. Using the DICE methodology (Diagramming, Identification, Countermeasures, Evaluation), participants gain practical skills in identifying vulnerabilities, applying countermeasures, and conducting structured security assessments across the AI lifecycle.

Attendees engage in hands-on labs and a red vs. blue team exercise simulating attacks on a rogue AI research assistant. The course addresses real-world AI threats, including prompt injection, data poisoning, adversarial manipulation, and model abuse, while aligning with emerging standards such as the EU AI Act and OWASP Top 10 for LLM applications.



Prerequisites

Participants should have:

  • A basic understanding of AI principles (e.g. neural networks, training processes, common architectures)
  • Familiarity with general security fundamentals
  • No prior threat modelling experience is required
  • Pre-course materials are provided to ensure readiness

Target audience

This course is intended for:

  • AI engineers and machine learning developers
  • Software engineers building AI-powered systems
  • Solution architects integrating AI into enterprise applications
  • Security professionals securing AI pipelines and APIs
  • Security architects responsible for risk and compliance in AI deployments


For corporate groups, we can organize this training as an on-site private group.
HAVELSAN
ASELSAN
PepsiCo Türkiye
JTI TÜTÜN ÜRÜNLERİ SANAYİ A.Ş.
ING Bank
DHL
MASTERCARD
Huawei
TotalEnergies
Mercedes-Benz Türk A.Ş.
Goodyear
FORD OTOMOTIV SANAYI A.S.
3M COMPANY
Schneider Electric
Central Bank of Azerbaijan
BP Petrolleri
Procter & Gamble (P&G)
Qatar Foundation
Bank Of China
GlaxoSmithKline (GSK)
MORGAN STANLEY & CO Inc
Novo Nordisk
DEUTSCHE BANK
Azerbaycan Cumhuriyeti Emek ve Ahalinin Sosyal Güvenliği Bakanlığı
ACCENTURE

What You Will Learn

By the end of this course, participants will be able to:

  • Model AI threats using the DICE methodology
  • Assess AI components for vulnerabilities and attack surfaces
  • Develop countermeasures for threats like prompt injection, data leakage, and poisoning
  • Integrate threat modelling into AI/ML development pipelines
  • Apply design patterns to build secure, privacy-aware AI systems
  • Conduct risk assessments for AI projects with business and regulatory context
  • Lead security discussions and implement governance frameworks aligned with AI compliance

Why Choose Us

Leading UK-based global training provider since 1995.

Experience AI Threat Modelling Certificate in South Africa through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.

  • Delivery Method: Online Instructor-Led
  • Participation Model: Public / Private (In-house)
  • Live and Interactive Training: Connect with your instructor in real time and actively participate through discussions, Q&A sessions, practical exercises, and group activities.
  • Flexible Participation: Join the training from your home, office, or any location with a suitable internet connection.
  • Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
  • Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's professional training experience since 1995.
  • Worldwide Access: Join our live virtual classrooms from South Africa or anywhere else in the world, or arrange a dedicated online training program for your organization.

Experience AI Threat Modelling Certificate through face-to-face Classroom Based training in South Africa. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.

  • Delivery Method: Classroom Based
  • Participation Model: Public / Private (In-house)
  • Face-to-Face Learning: Interact directly with your instructor and fellow delegates in an engaging classroom environment.
  • Experienced Trainers: Learn from specialists with extensive industry experience and practical real-world knowledge.
  • Professional Training Environment: Attend training in comfortable, well-equipped classrooms designed to support effective learning.
  • Practical Learning: Depending on the course, reinforce your knowledge through hands-on exercises, scenarios, case studies, and instructor-led activities.

Arrange AI Threat Modelling Certificate in South Africa as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.

  • Delivery Method: Onsite
  • Participation Model: Private (In-house)
  • Training at Your Preferred Location: Organize the training at your company's office or another location selected by your organization.
  • Tailored Course Content: Adapt the training program to your projects, team structure, existing skill levels, and specific business requirements.
  • Team-Focused Learning: Develop your team around a shared knowledge base while strengthening internal collaboration and knowledge transfer.
  • Flexible Scheduling: Plan the training dates, location, and program according to your organization's operational requirements.
  • Worldwide Onsite Delivery: Arrange the training in South Africa or at another preferred location worldwide. Bilginç IT Academy trainers can travel to your selected location to deliver the dedicated training program.
Contact us for more detail about our trainings and for all other enquiries!