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BlackHat USA 2025 Security Training

This is the Supply-Chain section for the Theory and Practice: Machine Learning Security Threats and Vulnerabilities (Zero to Hero) hosted in Las Vegas 2-5 Aug 2025.

Skills required

Virtually none. If you have not coded in a while, you can still follow the workshop. All hands-on activities have code that is ready to be run. All you'll need to do is clone repositories, update configurations and click GitHub buttons or run commands in a terminal to follow along.

Supporting materials

Slides for the workshop.

Installation

Install the necessary software.

  1. Activity 01: Generate and verify SLSA provenance
  2. Activity 02: Publish policy
  3. Activity 03: Deployment policy
  4. Activity 04: Kyverno setup
  5. Activity 05: Support for model training and inference

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