70 projets allant du débutant à l'avancé pour que tout le monde puisse apprendre, s'en inspirer, les utiliser comme référence, ou même les copier directement. Apprentissage de la cybersécurité ludifié 👇
70 Cybersecurity Projects, Certification Roadmaps & Resources
Currently building: DDoS Mitigation Tool
Hands-on cybersecurity projects with full source code, organized in four tiers — Foundations (pre-beginner, first-time programmers), Beginner, Intermediate, and Advanced.
10 structured career paths with certification guides for SOC Analyst, Pentester, Security Engineer, and more.
Tools, courses, certifications, communities, and frameworks for cybersecurity professionals.
[!TIP] Want to be walked through building these instead of reading finished source? CertGames has guided project courses that build real security tools from scratch, step by step, with the concepts explained as you go. Same projects, less getting stuck. FREE
[!NOTE] Start here if this is your first time coding. The Foundations tier is pre-beginner — built for someone who has never written Python, has barely used a terminal, and is new to cybersecurity. Source files are heavily commented as a teaching aid, and every
learn/folder explains concepts from zero. Once you're comfortable here, the Beginner projects assume you already know the language and move faster.What makes Foundations different:
- Single-file projects — the entire tool lives in one readable Python file. No file-hopping.
- Heavy teaching comments — every line that introduces a new concept is annotated inline.
- Numpy-style docstrings on every function — what it does, why it exists, every parameter.
- Extra-deep
learn/folders — Python features and security concepts both explained from zero.- Senior-level code, beginner-level explanations — the code itself is still production-quality.
