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Training Prompt Injection Detection - Securing LLMs in Production

Ref: OTX738
10 people max.
From $4,410 HT / per person
Group rate: $11,025 (team / on-site)
Pay in 3 installments · On-site on request · +$540 with certification exam
3 days
Remote

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Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft
Aptar
ArcelorMittal
Equans
EDF
Ubisoft
Microsoft

Learning objectives

  • Master advanced prompt injection vectors to protect professional applications
  • Develop automated prompt injection detectors in enterprise settings
  • Implement robust defenses against jailbreaks on language models
  • Design secure validation pipelines for certified AI workflows
  • Optimize detection skills to reduce operational risks
  • Deploy real-time monitoring tools for LLMs in production

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.

Kheireddin KADRI
Kheireddin KADRI

Learni trainer · Data & AI expert

73%productivity gap
×3cost of inaction

Program

Module 1Advanced Fundamentals: Analyze Prompt Injection Types and Detection (Jailbreaks, Indirect Payloads, Tools like Garak)

Dive into expert analysis of prompt injection attacks through dissections of real hacked enterprise cases, test complex payloads on open-source LLMs with Hugging Face and LangChain, perform manual audits to identify subtle weaknesses, produce a vulnerability report with attack success metrics, and integrate practical exercises on your own models for immediate application in a secure professional context.

Module 2Detection Methods: Implement Automated Prompt Injection Detection (Advanced Regex, Embeddings, ML Classifiers)

Build custom detectors in Python using techniques like semantic similarities via Sentence Transformers and fine-tuned classification models on OWASP datasets, simulate chained injection scenarios on real LLM APIs, optimize detection thresholds to minimize false positives, generate interactive dashboards with Streamlit to monitor real-time flows, and validate implementations through automated penetration tests that directly enhance the resilience of your enterprise AI systems.

Module 3Deployment and Hardening: Integrate Prompt Injection Detection in Production (Guardrails, Observability, Secure CI/CD)

Deploy robust guards with NeMo Guardrails and LangGuard in Kubernetes environments, configure CI/CD pipelines to scan prompts at every commit via GitHub Actions, analyze real incident logs to refine heuristic rules, complete a red-thread project on a critical AI application with final report and remediation plan, and acquire certified skills to audit and secure large-scale LLM deployments, transforming your projects into impenetrable fortresses.

Evaluation method

  • Expert MCQ to validate learning outcomes at the end of the training
  • Continuous assessment via real-world attack simulations
  • Presentation of the red-thread project for live detection

Learning method

  • Sessions led by an active AI cybersecurity expert trainer
  • Hands-on exercises on critical business cases and real datasets
  • Progressive red-thread project for securing LLMs over 3 days
  • Complete course materials and open-source resources provided

Methods, materials and delivery

The Training Prompt Injection Detection - Securing LLMs in Production 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 Prompt Injection Detection - Securing LLMs in Production 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 Prompt Injection Detection - Securing LLMs in Production 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 Prompt Injection Detection - Securing LLMs in Production training cost?+
The individual price is $4,410, and the team / on-site price is $11,025 (USD). A detailed quote is sent within one business day.
How long is the Training Prompt Injection Detection - Securing LLMs in Production 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?+
Advanced mastery of LLMs such as GPT or Llama, experience with Python/LangChain, knowledge of adversarial attacks on AI
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

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