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已更新Jul 27, 2026

Cybersecurity-Projects — 已更新!

构建70个项目,涵盖从入门到高级的各个层次,让任何人都能——从中学习、在其基础上继续开发、作为参考,甚至直接复制使用。由我的网络安全公司所有 👇

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Cybersecurity Projects 🐉

70 Cybersecurity Projects, Certification Roadmaps & Resources

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Currently building: DDoS Mitigation Tool


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Projects

Hands-on cybersecurity projects with full source code, organized in four tiers — Foundations (pre-beginner, first-time programmers), Beginner, Intermediate, and Advanced.

Certification Roadmaps

10 structured career paths with certification guides for SOC Analyst, Pentester, Security Engineer, and more.

Learning Resources

Tools, courses, certifications, communities, and frameworks for cybersecurity professionals.


Projects

Foundations Beginner Intermediate Advanced

[!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

Foundations Projects

[!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.

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