Training Prompt Injection Detection - Secure AI with Expert Vision

Very demanding course · Expertise required

$7,875

  • 5 days
  • Onsite
  • 10 people max.
Ref: TAJ885
10 people max.
$7,875
In-company rate: from $14,175 for the whole teamExpertise rate: $1,575 per day, reflecting the difficulty levelAWS, Azure or OVH infrastructure: from $158 / day extra
On-site and certification exam on quote
5 days
Onsite

Don't let this gap widen

Why this program matters

  • Without expert mastery of prompt injection detection, 80% of visual AI systems suffer invisible attacks via manipulated OCR, resulting in critical data leaks costing on average 4,5 millions d'euros per incident according to IBM.

  • Companies lose competitiveness against secured rivals, with 65% of AI breaches linked to undetected injections leading to RGPD sanctions up to 4% du CA.

  • Career projects stall without these rare skills, exposing teams to major operational risks.

  • Invest now for total protection.

Nawfel ABED, Learni trainer · Cybersecurity expert
Nawfel ABED

Learni trainer · Cybersecurity expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

41,117 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft
  • Atos

Every program built with a dedicated engineer

  • OpenAI
  • Anthropic
  • Mistral AI
  • NVIDIA
  • Google
  • Amazon Web Services
  • Microsoft Dynamics 365
  • Salesforce
  • ServiceNow
  • SAP
  • Oracle
  • Cisco
  • Fortinet
  • Palo Alto Networks
  • Aruba
  • VMware
  • Red Hat
  • Databricks
  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft, Microsoft and Atos.

Prompt Injection Detection training objectives

  • Master advanced prompt injection detection using OpenCV in certified professional training
  • Develop expert skills in visual analysis to secure corporate AI systems
  • Design robust OCR pipelines resistant to malicious injections in real-world contexts
  • Implement visual anomaly detection algorithms to protect LLM models
  • Optimize detection performance by integrating Computer Vision and generative AI
  • Deploy certified solutions tailored to the professional needs of IT teams

Program

Prompt Injection Detection curriculum: 5 modules over 5 days

Module 1 : Fundamentals of Prompt Injection Detection: OpenCV for Advanced Visual Analysis (theoretical models, first scripts)

Discover vulnerabilities of prompt injections in visual AIs, explore OpenCV to extract and analyze hidden texts via OCR, perform practical exercises on real datasets of manipulated images, configure your first syntactic anomaly detectors, produce an initial report of identified vulnerabilities, integrate corporate cases to contextualize immediate risks.

Module 2 : Advanced Prompt Injection Detection: OCR & Segmentation with OpenCV (deep learning techniques, predictive masks)

Dive into expert OCR to detect subtle injections in scanned documents, use OpenCV and Tesseract to segment suspicious regions, train CNN models on real attacks, test in real-time on video streams, optimize detection thresholds via cross-validation, generate deliverables like interactive dashboards, apply to secure corporate professional scenarios.

Module 3 : Hybrid Prompt Injection Detection: Fusion of Computer Vision and LLM (end-to-end pipelines, robustness to attacks)

Integrate computer vision with LLM semantic analysis to detect contextual injections, deploy OpenCV for visual pre-filtering, simulate adversarial attacks on images and texts, measure F1-score precision on benchmarks, adjust hyperparameters in groups, produce a deployable functional prototype, adapt to certified professional training needs in corporate settings.

Module 4 : Optimization of Prompt Injection Detection: Production Performance (GPU acceleration, real-time monitoring)

Accelerate detections via CUDA and optimized OpenCV, implement real-time monitoring for AI streams, test resilience against zero-day injections, analyze ROC-AUC metrics on concrete cases, integrate automated alerting, develop secure APIs for corporate integration, validate deliverables via peer audit, prepare scalable deployment in professional environments.

Module 5 : Deployment & Practical Cases in Prompt Injection Detection: Real Computer Vision Projects (enterprise strategies, certification)

Conduct a capstone project on production detection, integrate OpenCV into DevSecOps pipelines, evaluate business impacts via simulated ROI, share experience feedback in peer-review, obtain Qualiopi certified attestation, plan post-training follow-up for lasting skills, apply to real corporate challenges for immediate AI system security.

How Prompt Injection Detection skills are assessed

  • Final practical project evaluated by experts (70% of grade)
  • Advanced quizzes on detection and OpenCV (20%)
  • Corporate case study with report (10%)

How the Prompt Injection Detection course is taught

  • 70% hands-on practice with OpenCV and real datasets
  • 30% theory applied to visual AI security
  • Work in small groups for collaborative projects
  • Continuous feedback from certified trainers

Prompt Injection Detection training: access and practical arrangements

The Training Prompt Injection Detection - Secure AI with Expert Vision 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 - Secure AI with Expert Vision 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 - Secure AI with Expert Vision 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 Prompt Injection Detection 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.

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.

A child walking to school with a backpack
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
Enroll and offer a kit
FAQ

Prompt Injection Detection: frequently asked questions

Which tools are used in Prompt Injection Detection training?+
Hands-on work runs on theoretical models, first scripts, deep learning techniques, predictive masks, end-to-end pipelines and robustness to attacks. Those tools come from the Prompt Injection Detection program itself, delivered on site over 5 days, so participants practise on the stack they will use at work.
What can participants do after Prompt Injection Detection training?+
They can master advanced prompt injection detection using OpenCV in certified professional training, develop expert skills in visual analysis to secure corporate AI systems and design robust OCR pipelines resistant to malicious injections in real-world contexts. Those are the stated objectives of the Prompt Injection Detection program at Expert level, checked by the end-of-session assessment.
What does the Prompt Injection Detection program cover, day by day?+
Day 1: Fundamentals of Prompt Injection Detection: OpenCV for Advanced Visual Analysis (theoretical models, first scripts). Day 2: Advanced Prompt Injection Detection: OCR & Segmentation with OpenCV (deep learning techniques, predictive masks). Day 3: Hybrid Prompt Injection Detection: Fusion of Computer Vision and LLM (end-to-end pipelines, robustness to attacks). Day 4: Optimization of Prompt Injection Detection: Production Performance (GPU acceleration, real-time monitoring). Day 5: Deployment & Practical Cases in Prompt Injection Detection: Real Computer Vision Projects (enterprise strategies, certification). The Prompt Injection Detection program runs over 5 days, delivered on site.
How is Prompt Injection Detection training assessed?+
Assessment relies on final practical project evaluated by experts (70% of grade), advanced quizzes on detection and OpenCV (20%) and corporate case study with report (10%). Learni issues a completion certificate together with the individual assessment report at the end of the Prompt Injection Detection program, which an L&D team can file as evidence.
How much does Prompt Injection Detection training cost per participant?+
Prompt Injection Detection training costs $7,875 per participant. For an in-company team, the flat rate starts at $14,175 for the whole group, up to 8 people. AWS, Azure or OVH infrastructure is extra, from $158 per day. 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 Prompt Injection Detection training take?+
5 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 Prompt Injection Detection 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 Prompt Injection Detection training?+
Advanced mastery of OpenCV and Python, experience in OCR, deep learning, and security of generative AI models.
Is a certificate issued after Prompt Injection Detection 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 Prompt Injection Detection 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 Prompt Injection Detection 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
On-site & remote

Prompt Injection Detection training in your city

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

Share in 2 clicks