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ctf-ai-ml

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Provides AI and machine learning techniques for CTF challenges. Use when attacking ML models, crafting adversarial examples, performing model extraction, prompt injection, membership inference, training data poisoning, fine-tuning manipulation, neural network analysis, LoRA adapter exploitation, LLM jailbreaking, or solving AI-related puzzles.

ctf-ai-ml/SKILL.md

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Nov 10, 2026
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# CTF AI/ML

Quick reference for AI/ML CTF challenges. Each technique has a one-liner here; see supporting files for full details.

## Prerequisites

**Python packages (all platforms):**
```bash
pip install torch transformers numpy scipy Pillow safetensors scikit-learn
```

**Linux (apt):**
```bash
apt install python3-dev
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