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Security Deep Dive Guide

Secure your AI systems in production with the industry-standard OWASP LLM Top 10 framework. Master prompt injection defense (direct and indirect), enterprise-grade secrets management beyond .env (HashiCorp Vault, cloud KMS, rotation), input/output sanitization, PII protection, and AI-specific security testing. Designed for AI Engineers with deployed systems who need to harden them against AI-native threats. 8 modules, real breach case studies, and a fully secured AI system as your capstone project.

64

Lessons

8

Modules

🎓

Bootcamp access

Lo que aprenderás

✓Apply the OWASP LLM Top 10 2025 framework to your AI architecture and prioritize mitigations
✓Defend against direct and indirect prompt injection (including RAG and document poisoning)
✓Implement enterprise-grade secrets management with HashiCorp Vault or cloud KMS (AWS, GCP, Azure)
✓Configure API key rotation, audit trails, and least-privilege access for LLM credentials
✓Sanitize and validate AI inputs/outputs to prevent improper output handling (LLM05)
✓Detect and redact PII in LLM inputs and outputs to prevent sensitive information disclosure
✓Conduct AI-specific penetration testing with adversarial prompts and automated security checks
✓Integrate all defense layers into a fully secured AI system with security deployment checklist

¿Para quién es?

  • •AI Engineers with production-deployed systems (chatbots, RAG, agents) who need to harden them against AI-native threats
  • •Developers responsible for compliance and security in AI applications processing sensitive data
  • •Tech leads preparing teams to apply OWASP LLM Top 10 and implement AI security processes
  • •Security-conscious engineers who want to differentiate with AI-specific security expertise
  • •Teams transitioning AI prototypes to production with enterprise security requirements

Requisitos

  • •Production Best Practices Guide (#13) completed: guardrails basics, testing, structured logging
  • •Python intermediate-advanced (OOP, type hints, Pydantic)
  • •AI systems deployed in production (REST APIs, RAG, agents)
  • •Familiarity with FastAPI or similar
  • •Basic notion of threat modeling and security concepts

Course content

1Módulo 1: AI Security Landscape & Threat Model — Guía para el Creador8 lessons
2Módulo 2: OWASP LLM Top 10 Deep Dive — Guía para el Creador8 lessons
3Módulo 3: Prompt Injection — Attacks & Defenses — Guía para el Creador8 lessons
4Módulo 4: Input & Output Sanitization — Guía para el Creador8 lessons
5Módulo 5: Secrets Management — Guía para el Creador8 lessons
6Módulo 6: Data Privacy & PII Protection — Guía para el Creador8 lessons
7Módulo 7: Security Testing & Auditing — Guía para el Creador8 lessons
8Módulo 8: Proyecto Integrador — Secured AI System — Guía para el Creador8 lessons
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