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PyGIP 1.0.0 documentation
PyGIP 1.0.0 documentation

Getting Started

  • Installation
  • Quick Start
  • Benchmark

API Reference

  • Datasets
    • pygip.datasets.Cora
    • pygip.datasets.CiteSeer
    • pygip.datasets.PubMed
    • pygip.datasets.Computers
    • pygip.datasets.Photo
    • pygip.datasets.CoauthorCS
    • pygip.datasets.CoauthorPhysics
  • Attack
    • pygip.models.attack.base
    • pygip.models.attack.mea.MEA
    • pygip.models.attack.AdvMEA
    • pygip.models.attack.CEGA
    • pygip.models.attack.DataFreeMEA
    • pygip.models.attack.Realistic
  • Defense
    • pygip.models.defense.base
    • pygip.models.defense.RandomWM
    • pygip.models.defense.BackdoorWM
    • pygip.models.defense.SurviveWM
    • pygip.models.defense.ImperceptibleWM
    • pygip.models.defense.atom.ATOM
    • pygip.models.defense.Integrity
  • Utils
    • pygip.utils.hardware
    • pygip.utils.dglTopyg
    • pygip.utils.metrics

Additional Information

  • Implementation
  • How to Cite
  • Core Team
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Attack¶

Summary¶

In this section, we present all currently supported Model Extraction Attack modules in PyGIP.

Submodules¶

pygip.models.attack.base

pygip.models.attack.mea.MEA

pygip.models.attack.AdvMEA(dataset, ...[, ...])

pygip.models.attack.CEGA(dataset, ...[, ...])

pygip.models.attack.DataFreeMEA

pygip.models.attack.Realistic

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  • Attack
    • Summary
    • Submodules