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Welcome to the Counterfit wiki! Counterfit is a command-line tool and generic automation layer for assessing the security of machine learning systems.

Counterfit

• Introduction
• Installation
• Basic Use
• Internals
  • Targets
  • Frameworks
  • Commands
• Tutorials
  • MNIST
• Advanced Use
  • Hiding Malicious Queries
  • Using a Proxy
  • Sending and Collecting Outputs From Different Locations
  • Adding Startup Commans
  • Overriding Functions In The Parent Target
  • Training a Local Model To Attack
• Assessment Guidance
• Defensive Guidance
  • Abusing ML model file formats to create malware on AI systems: A proof of concept