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.
Training AI Red Teaming - Securing AI Models Against Adversaries
Trusted by — schools, companies and industrial groups
40,869 programs · 25 countries
Every program built with a dedicated engineer
Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.
AI Red Teaming training 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
Program
AI Red Teaming curriculum: 3 modules over 3 days
Module 1 : AI 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 2 : Advanced 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 3 : Defense 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.
How AI Red Teaming skills are assessed
- Technical MCQ on AI red teaming attacks and defenses
- Evaluation through practical attack simulation exercises
- Defense of the red thread project with vulnerability report
How the AI Red Teaming course is taught
- 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
AI Red Teaming training: access and practical arrangements
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.
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.
Our method
How Learni guarantees the quality of your AI Red Teaming training
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.
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.
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.
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.
Our social commitment
A school kit donated to a child for every training booked
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
FAQ
AI Red Teaming: frequently asked questions
Which tools are used in AI Red Teaming training?+
Hands-on work runs on adversarial Robustness Toolbox, cleverHans, prompt injection, transfer attacks, adversarial training and red teaming frameworks. Those tools come from the AI Red Teaming program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after AI Red Teaming training?+
They can master red teaming techniques to test the robustness of professional AI models, identify and exploit AI vulnerabilities in a certifying enterprise context and develop skills in adversarial attacks to strengthen AI security. Those are the stated objectives of the AI Red Teaming program at Intermediate level, checked by the end-of-session assessment.
What does the AI Red Teaming program cover, day by day?+
Day 1: AI Red Teaming Fundamentals: Methodologies and Evaluation Tools (Adversarial Robustness Toolbox, CleverHans). Day 2: Advanced AI Red Teaming Attacks: Jailbreaks and Backdoors (Prompt injection, Transfer attacks). Day 3: Defense and AI Red Teaming Audit: Mitigation and Certification (Adversarial training, Red teaming frameworks). The AI Red Teaming program runs over 3 days, delivered on site.
How is AI Red Teaming training assessed?+
Assessment relies on technical MCQ on AI red teaming attacks and defenses, evaluation through practical attack simulation exercises and defense of the red thread project with vulnerability report. Learni issues a completion certificate together with the individual assessment report at the end of the AI Red Teaming program, which an L&D team can file as evidence.
How much does AI Red Teaming training cost per participant?+
AI Red Teaming training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does AI Red Teaming training take?+
3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for AI Red Teaming training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before AI Red Teaming training?+
Basics in machine learning, Python, and application cybersecurity concepts.
Is a certificate issued after AI Red Teaming training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for AI Red Teaming training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere
Let's build your AI Red Teaming learning path.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available
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