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Software for conducting the ISC 2018 adversarial machine learning (AML) challenge.

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ISC 2018 Adversarial Machine Learning Challenge

Software for the ISC 2018 adversarial machine learning (AML) challenge.

For more details about the challenge (or if you have questions, comments, etc.) please visit us on Cooler!

Quick Start

  • Baseline attacks and defenses are provided. Feel free to use these as starting points for your submissions! Some of these may even appear as "competitors"...
  • The evaluation script shows how we intend to run the attacks and defenses. You can use this to stand up your own local simulated evaluation environment. Note that we are using Python 3 on a Linux machine equipped with nvidia-docker.
  • The Makefile provides examples of how to run all of these things.

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Software for conducting the ISC 2018 adversarial machine learning (AML) challenge.

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