https://github.com/wearetyomsmnv/AI-LLM-ML_security_study_map

Do you want to learn AI Security but don't know where to start ? Take a look at this map.
https://github.com/wearetyomsmnv/AI-LLM-ML_security_study_map

ai-security llm machine-learning-security map ml-security owasp

Last synced: about 1 month ago
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Do you want to learn AI Security but don't know where to start ? Take a look at this map.

• Host: GitHub
• URL: https://github.com/wearetyomsmnv/AI-LLM-ML_security_study_map
• Owner: wearetyomsmnv
• Created: 2024-04-13T21:39:26.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-04-23T09:48:10.000Z (8 months ago)
• Last Synced: 2024-11-07T21:18:10.387Z (about 1 month ago)
• Topics: ai-security, llm, machine-learning-security, map, ml-security, owasp
• Homepage:
• Size: 28.6 MB
• Stars: 19
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• awesome-MLSecOps - Full size map in this repository

README

        
[![map.png](https://i.postimg.cc/G2QdqnK6/map.png)](https://postimg.cc/sQvkg8tJ)

# AI/LLM/ML Security Map

Welcome to the "AI/LLM/ML Security Map" project - your guide through the complex landscape of AI security. Here you will find a .pdf map, a compendium of knowledge essential for professionals in the field of AI security.

## Foreword on AI Security 🛡️

As artificial intelligence becomes increasingly integrated into our daily lives, the importance of securing AI systems cannot be overstated. From safeguarding personal data to preventing malicious exploits, the field of AI security is rapidly evolving to address these critical challenges. Our project aims to map out the pathway for specialists seeking to navigate and contribute to the crucial domain of AI security.

## About the Map 🗺️

This repository is much more than a mere collection of links. It serves as a reservoir of practical knowledge, centering around classical disciplines from the world of traditional security, including:

- **AppSec** (Application Security)

- **OffSec Expert** (Offensive Security)

- **Blue Team** (Defensive Security)

- **Law and standarts** 

🛠️ We have implemented a level system to evaluate and structure knowledge by complexity and relevancy. Despite some challenges in assessing each level, this system provides a clear visual of the skills and tools applicable at different stages of a specialist's development.

💼 Every role featured on the map is accompanied by not only terms and concepts but also existing tools that are ready for implementation.

🔢 A dedicated segment on mathematics outlines its importance as a foundational component for every AI security professional.

## News and Research 📚

The map also points to resources where you can keep up-to-date with the latest news or delve into fresh research in AI security. It provides an opportunity for anyone who wishes to become a researcher and contribute to the advancement of the field.

Join the community of professionals and conquer the summits of knowledge with our AI security map!

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We welcome any suggestions and additions to our map. Together, we can make it even more informative and useful for the entire community of AI security specialists!

😃 With love and hope for a secure AI future.