depalmar/ai_for_the_win
Build AI-powered security tools. 50+ hands-on labs covering ML, LLMs, RAG, threat detection, DFIR, and red teaming. Includes Colab notebooks, Docker environment, and CTF challenges.
This is a hands-on training program designed for security professionals to learn how to build AI-powered tools. It provides over 50 labs and projects, allowing users to input raw security data like emails and logs, and output intelligent systems for threat detection, incident response, and security automation. You'll build practical solutions like phishing classifiers and LLM-driven log analyzers.
125 stars.
Use this if you are a cybersecurity practitioner looking to integrate artificial intelligence and machine learning into your security operations, even if you are new to AI.
Not ideal if you are looking for a ready-to-deploy, off-the-shelf security product rather than a learning platform to build your own custom AI tools.
Stars
125
Forks
18
Language
Python
License
—
Category
Last pushed
Mar 09, 2026
Commits (30d)
0
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