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AI Hacking 101 teaches students the fundamentals of penetration testing for AI/LLM-based applications through self-paced video instruction and guided hands-on labs. Students will learn to detect and exploit common AI vulnerabilities, with practical exercises using a custom-built lab environment featuring a vulnerable chatbot that uses Retrieval-Augmented Generation (RAG) and integrates with a company knowledge base.

This course is designed to introduce students to the fundamentals of AI including neural networks and transformer large language models (LLMs). Beginning with the math behind neural networks and how they are trained, students will learn how these networks are used for natural language processing and the architecture of modern transform LLMs, providing a full picture of how neural networks and LLMs actually work. This course does not focus on how to use AI tools.

Learn hands-on how to exploit AWS cloud misconfigurations and build practical skills with step-by-step walkthroughs, labs, and CTFs. CloudGoat enables you to deploy vulnerable-by-design AWS scenarios in your own environments, although we will be providing a couple of those scenarios as 1-click deploy 🧪 Cybr Hands-On Labs if you would rather not use your own environments. Not all of the scenarios will be available with our labs due to how vulnerable they are.

Generative AI for Cybersecurity Experts is tailored for cybersecurity professionals aiming to integrate generative AI technologies into their security practices. It offers a comprehensive overview of how tools like large language models (LLMs) and diffusion models can be applied to enhance threat detection, prevention, and response strategies.

PhonLab offers a ChatGPT Mini Course titled “Unleash the Power of AI Chatbots,” designed to introduce learners to the world of Artificial Intelligence (AI) and chatbots.