Table of Contents

1. Adversarial ML 101
2. Why Adversarial ML Threat Matrix?
3. Structure of Adversarial ML Threat Matrix
4. Things to keep in mind before you use the framework
5. Contributors
6. Feedback and Contact Information
7. Adversarial ML Threat Matrix
8. Case Studies Page
   • ClearviewAI Misconfiguration
   • GPT-2 Model Replication
   • ProofPoint Evasion
   • Tay Poisoning
   • Microsoft Red Team Exercise
   • Bosch Team Experience with EdgeAI
   • MITRE -- Physical Adversarial Examples -- TBD

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The goal of this project is to position attacks on ML systems in an ATT&CK-style framework so that security analysts can orient themselves in this new and upcoming threats.

Adversarial ML Threat Matrix

Interactive Version to be built by MITRE. For Editable version, contact Ramk@Microsoft.com