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Finding Vulnerabilities in TensorFlow

Finding Vulnerabilities in TensorFlow

Black Hat via YouTube Direct link

A Keras Model Example

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A Keras Model Example

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Classroom Contents

Finding Vulnerabilities in TensorFlow

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  1. 1 Intro
  2. 2 Two Business Models in Al systems
  3. 3 Structure-aware Model Mutation
  4. 4 A Keras Model Example
  5. 5 What is Tensor?
  6. 6 Random Tensor Generation
  7. 7 Input Tensor Scheduling
  8. 8 Input Tensor Mutation Takeaways
  9. 9 Input Placeholder Mutation
  10. 10 Op Mutation
  11. 11 Our Results

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