MindSpore

Installation

  • MindArmour Installation

AI Security

  • Improving Model Security with NAD Algorithm
  • Testing Model Security Using Fuzz Testing
  • Using Membership Inference to Test Model Security

AI Privacy

  • Protecting User Privacy with Differential Privacy Mechanism
  • Protecting User Privacy with Suppress Privacy
  • Model Encryption Protection

AI Reliability

  • Implementing the Concept Drift Detection Application of Time Series Data

References

  • Differential Privacy Design
  • AI Model Security Testing Design
  • MindArmour Module Introduction
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