AI for the Win

About

AI for the Win is a comprehensive, hands-on training program designed for security practitioners eager to master the creation of AI-powered tools. Starting from foundational concepts, it guides learners through 23 practical labs, 4 capstone projects, and 15 CTF challenges, covering everything from ML-based threat detection and LLM security analysis to adversarial machine learning and cloud security. The program offers diverse learning paths for all skill levels, sample datasets, solution walkthroughs, and integrations with AI coding assistants, enabling participants to build production-ready security systems for incident response, threat intelligence, and automation.

Key Features

• 23 hands-on labs, 4 capstone projects, and 15 CTF challenges
• Comprehensive curriculum covering ML-based threat detection, LLM security analysis, and adversarial ML
• Integrates with popular LLM providers (Claude, GPT-4, Gemini) and frameworks (LangChain)
• Docker and Google Colab readiness for quick and flexible environment setup
• Includes sample datasets and solution walkthroughs for practical learning
• 0 GitHub stars

Use Cases

• Training security practitioners to develop and deploy AI-powered security tools
• Building and implementing machine learning models for threat detection, anomaly analysis, and malware classification
• Developing LLM-based solutions for security log analysis, incident response automation, and threat intelligence