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# Table of Contents
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1. [Adversarial ML 101](/pages/adversarial-ml-101.md)
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2. [Why Adversarial ML Threat Matrix?](/pages/why-adversarial-ml-threat-matrix.md)
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3. [Structure of Adversarial ML Threat Matrix](/pages/structure-of-adversarial-ml-threat-matrix.md)
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4. [Things to keep in mind before you use the framework](/pages/things-to-keep-in-mind-before-you-use-the-framework.md)
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5. [Contributors](#contributors)
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6. [Feedback and Contact Information](/pages/feedback.md)
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7. [Adversarial ML Threat Matrix](/pages/adversarial-ml-threat-matrix.md)
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8. [Case Studies Page](/pages/case-studies-page.md)
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- [ClearviewAI Misconfiguration](/pages/case-studies-page.md#clearviewai-misconfiguration)
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- [GPT-2 Model Replication](/pages/case-studies-page.md#gpt-2-model-replication)
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- [ProofPoint Evasion](/pages/case-studies-page.md#proofpoint-evasion)
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- [Tay Poisoning](/pages/case-studies-page.md#tay-poisoning)
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- [Microsoft Red Team Exercise](/pages/case-studies-page.md#microsoft-red-team-exercise)
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- [Bosch Team Experience with EdgeAI ](/pages/case-studies-page.md#bosch-team-experience-with-edgeai)
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- [MITRE -- Physical Adversarial Examples -- TBD](/pages/case-studies-page.md#mitre-physical-adversarial-examples-tbd)
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----
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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
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in this new and upcoming threats.
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## Contributors
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Want to get involved? See [Feedback and Contact Information](#feedback)
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| **Organization** | **Contributors** |
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| :--- | :--- |
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| Microsoft | Ram Shankar Siva Kumar, Hyrum Anderson, Will Pearce, Suzy Shapperle, Blake Strom, Madeline Carmichael, Matt Swann, Nick Beede, Kathy Vu, Andi Comissioneru, Sharon Xia, Mario Goertzel, Jeffrey Snover, Derek Adam, Deepak Manohar, Bhairav Mehta, Peter Waxman, Abhishek Gupta |
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| MITRE | Mikel D. Rodriguez, Christina E Liaghati, Keith R. Manville, Michael R Krumdick |
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| Bosch | Manojkumar Parmar |
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| IBM | Pin-Yu Chen |
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| NVIDIA | David Reber Jr., Keith Kozo, Christopher Cottrell, Daniel Rohrer |
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| Airbus | Adam Wedgbury |
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| Deep Instinct | Nadav Maman |
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| TwoSix | David Slater |
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| University of Toronto | Adelin Travers, Jonas Guan, Nicolas Papernot |
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| Cardiff University | Pete Burnap |
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| Software Engineering Institute/Carnegie Mellon University | Nathan M. VanHoudnos |
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| Berryville Institute of Machine Learning | Gary McGraw, Harold Figueroa, Victor Shepardson, Richie Bonett|
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