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@decagondev
Created May 13, 2025 20:52
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๐Ÿš€ AI Security Learning Path Tracker

Fastest Path Summary (10-14 weeks full-time)

Phase Topic Time Estimate Status Notes
1 Networking + Linux + Cyber basics 2-3 weeks Not Started
2 AI & ML fundamentals 1-2 weeks Not Started
3 AI/ML threat landscape 2-3 weeks Not Started
4 Deployment + LLM security 2-3 weeks Not Started
5 Projects + optional certs 2-3+ weeks Not Started

Detailed Progress Tracking

Phase 1: Networking + Linux + Cyber basics

  • Networking fundamentals
  • Linux command line basics
  • Cybersecurity core concepts
  • Basic threat modeling

Phase 2: AI & ML fundamentals

  • Machine learning concepts
  • Neural network basics
  • Python for ML/AI
  • Data preparation and processing

Phase 3: AI/ML threat landscape

  • AI attack vectors
  • Prompt injection techniques
  • Model vulnerabilities
  • Data poisoning attacks

Phase 4: Deployment + LLM security

  • Secure AI deployment practices
  • LLM-specific security measures
  • Monitoring and logging
  • Security testing for AI systems

Phase 5: Projects + optional certs

  • Personal project: _______________
  • Portfolio development
  • Certification: _______________
  • Job application preparation

Resources & Notes

Add your resources, links, and notes here as you progress through the curriculum.

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