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.
Learning 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
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.
Program
Module 1Fundamentals 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 2Advanced 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 3Hybrid 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 4Optimization 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 5Deployment & 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.
Evaluation method
- Final practical project evaluated by experts (70% of grade)
- Advanced quizzes on detection and OpenCV (20%)
- Corporate case study with report (10%)
Learning method
- 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
Methods, materials and delivery
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.
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.
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.
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FAQ
Frequently asked questions
How much does the Training Prompt Injection Detection - Secure AI with Expert Vision training cost?+
The individual price is $5,775 (USD). A detailed quote is sent within one business day.
How long is the Training Prompt Injection Detection - Secure AI with Expert Vision training?+
The training lasts 5 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 OpenCV and Python, experience in OCR, deep learning, and security of generative AI models
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.
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