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🕵️ Topic 27: Model Stealing & Extraction

Course: AI Security — Section 4: Model Security Topic: 27 of 70 | Prev: 26-Secure-Data-Pipeline.md…

Overview

🕵️ Topic 27: Model Stealing & Extraction — Quick Facts

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Prev: [26-Secure-Data-Pipeline.md](26-Secure-Data-Pipeline.md): Next: 28-Model-Watermarking.md

Topic 1

🎯 Overview

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Model Stealing = attacker ek…

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Billion-dollar investment ka IP…

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Steal karke: adversarial attacks…

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Black-box APIs ko predictions se…

Topic 2

⚡ Model Stealing Methods

💡 ` ┌──────────────────────────────────────────────────────────────────┐ │ MODEL STEALING…

Topic 3

🐍 Complete Python Implementation

🎯 `python ============================================================ Model Stealing &…

Topic 4

📊 Extraction Method Comparison

Topic 5

❓ Quiz — 5 MCQs

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A) Model delete karna

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B) Deployed model ka functionally…

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C) Training data delete karna

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D) Server crash karna

Topic 6

🔗 Navigation

✨ ⬅️ Previous: 26-Secure-Data-Pipeline.md | ➡️ Next: 28-Model-Watermarking.md

Comparison

📊 Extraction Method Comparison

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Equation Solving: O(d)

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Learning-Based: 1K-100K

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Knockoff Nets: 10K-50K

Quick Quiz

Quiz — Question 1

🕵️ Topic 27: Model Stealing & Extraction ka sabse sahi definition kya hai?

Complete! 🎉

🕵️ Topic 27: Model Stealing & Extraction Complete!

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