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Security Deep Dive Guide

64

Lecciones

8

Módulos

🎓

Acceso por bootcamp

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

Contenido del curso

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