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By ljagiello

ctf-ai-ml

ljagiello6.9k installs

Solve AI and machine-learning CTF challenges.

What it does

Applies adversarial AI and model-analysis techniques to solve AI/ML capture-the-flag challenges.

When to use it

Use when solving CTF challenges involving model attacks, adversarial examples, prompt injection, inference, poisoning, or LLM jailbreaking.

How to use it

It changes how the agent approaches AI/ML CTF challenges by supplying attack techniques and detailed supporting references.

Latest review

What you need · 8

Requires Python 3.

Requires the torch Python package.


Access · 2

This skill

challenge LLM endpoint

Write

Sends attack prompts to endpoints

torch, transformers, numpy, scipy, Pillow, safetensors, scikit-learn

Execute

Installs AI/ML Python packages