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Training AI Red Teaming - Securing AI Models Against Adversaries

Ref: GMX648
10 people max.
From $3,465 HT / per person
Pay in 3 installments · On-site on request · +$540 with certification exam
3 days
Remote

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Learning objectives

  • Master red teaming techniques to test the robustness of professional AI models
  • Identify and exploit AI vulnerabilities in a certifying enterprise context
  • Develop skills in adversarial attacks to strengthen AI security
  • Simulate realistic attack scenarios on deep learning models
  • Design mitigation strategies tailored to professional needs
  • Implement open-source tools for certifying AI audits in the enterprise

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Don't let this gap widen

Why this program matters

  • Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.

  • Organizations that don't train their talents on key topics see their competitiveness drop.

  • Every quarter without training is a gap widening with competitors who invest.

  • The cost of inaction quickly exceeds that of well-targeted training.

Célian Lebacle
Célian Lebacle

Learni trainer · Web & mobile expert

73%productivity gap
×3cost of inaction

Program

Module 1AI Red Teaming Fundamentals: Methodologies and Evaluation Tools (Adversarial Robustness Toolbox, CleverHans)

Dive into the principles of AI red teaming, evaluating model robustness via basic attacks like FGSM and PGD, install and configure dedicated frameworks such as ART and Foolbox for quick tests, analyze real business cases of jailbreaks on ChatGPT, perform your first practical exercises on modified ImageNet datasets, produce an initial vulnerability report with immediate recommendations to secure your professional AI projects.

Module 2Advanced AI Red Teaming Attacks: Jailbreaks and Backdoors (Prompt injection, Transfer attacks)

Explore sophisticated AI red teaming techniques, injecting malicious prompts to bypass safeguards in LLMs like GPT-4, simulate transfer attacks between models to expose hidden weaknesses, use tools like Garak and PromptInject for automated scans, test backdoors on neural networks via poisoned datasets, apply these methods to real enterprise use cases in finance and healthcare, generate concrete deliverables including proofs-of-concept and effectiveness metrics to validate your certifying skills.

Module 3Defense and AI Red Teaming Audit: Mitigation and Certification (Adversarial training, Red teaming frameworks)

Master countermeasures in AI red teaming, implementing adversarial training to harden models against persistent attacks, audit complete systems with CI/CD pipelines integrating red team tests, deploy tools like RobustBench to benchmark resilience, analyze real incidents such as data leaks at tech giants, finalize a red thread project on your personal AI model with executive report and Qualiopi certification plan, leave with skills ready for professional enterprise audits.

Evaluation method

  • Technical MCQ on AI red teaming attacks and defenses
  • Evaluation through practical attack simulation exercises
  • Defense of the red thread project with vulnerability report

Learning method

  • Sessions led by an active AI red teaming expert
  • Hands-on exercises on real and vulnerable AI models
  • Evolving red thread project over 3 days for certifying mastery
  • Digital pedagogical support and provided source codes

Methods, materials and delivery

The Training AI Red Teaming - Securing AI Models Against Adversaries program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.

The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.

Equipment required

For the smooth delivery of the Training AI Red Teaming - Securing AI Models Against Adversaries program, the following equipment is required:

  • Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
  • Training environments installed on workstations or accessible online
  • Course materials, hands-on exercises and complementary resources
  • Post-training access to materials and educational resources

For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training AI Red Teaming - Securing AI Models Against Adversaries program is performed through:

  • During training: case studies, hands-on labs and professional scenarios
  • End of training: self-assessment questionnaire and skills evaluation by the trainer
  • After training: completion certificate detailing acquired skills

Program accessibility

Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.

Enrollment terms and lead times

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

Our method

Training quality, guaranteed at every step

Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.

Step 1

Rigorous trainer selection

Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.

  • Triple validation: technical, pedagogical, sectoral.
  • Minimum rating 4.8/5 over the last 12 sessions.
Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

  • Live briefing on goals and team context.
  • Veto right — we swap the trainer for free if needed.
Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

  • Hands-on cases drawn from your stack and projects.
  • Program co-written then validated by your team.
Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

  • NPS, knowledge quizzes and skills self-assessment.
  • Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

FAQ

Frequently asked questions

How much does the Training AI Red Teaming - Securing AI Models Against Adversaries training cost?+
The individual price is $3,465 (USD). A detailed quote is sent within one business day.
How long is the Training AI Red Teaming - Securing AI Models Against Adversaries training?+
The training lasts 3 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Basics in machine learning, Python, and application cybersecurity concepts
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote

This training across cities

Available on-site and remotely. Pick your city to see the local training center.

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