LLM Security: How to Protect Your Generative AI Investments

In this intermediate-level course, AI architect Adrián González Sánchez dives into the world of AI security and shows you how to secure large language models (LLMs) effectively. Learn about essential security techniques, from safeguarding infrastructure and networks to implementing access controls and monitoring systems. Discover strategies to protect against data leaks, adversarial attacks, and system vulnerabilities while leveraging AI technologies like ChatGPT, cloud-based APIs, and advanced generative models. Understand the practical applications of prompt engineering, retrieval augmented generation (RAG), and fine-tuning AI models for specific tasks. Explore real-world challenges and solutions and gain valuable insights into AI red teaming, regulatory compliance, and shared responsibility models. By the end of this course, you will be able to assess risk, implement security measures, and ensure your AI systems are both effective and secure.