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@cameronbender3 cameronbender3 commented Aug 5, 2025

📦 Pull Request Template

Thank you for your contribution! Please complete the checklist and provide relevant details below to help us review your PR effectively.


📋 Summary

QueryBasedVerification is a defense module implemented under the PyGIP framework that replicates the core defense proposed in the paper "Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification" (Wu et al., 2023).

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✅ Checklist

  • My code follows the project's coding style
  • I have tested the changes and verified that they work
  • I have added necessary documentation (if applicable)
  • I have linked related issues above (if any)
  • The PR is made from a feature branch, not main

🧠 Additional Context (Optional)


Sparshkhare1306 pushed a commit to Sparshkhare1306/PyGIP-backup that referenced this pull request Oct 1, 2025
Add ownership tracking script for defense evaluation
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