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Privacy-Preserving Machine Learning

By J. Morris Chang, Di Zhuang, G. Dumindu Samaraweera
Paperback
$59.99
By J. Morris Chang, Di Zhuang, G. Dumindu Samaraweera
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Keep sensitive user data safe and secure without sacrificing the performance and accuracy of your machine learning models.

In Privacy Preserving Machine Learning, you will learn:

  • Privacy considerations in machine learning
  • Differential privacy techniques for machine learning
  • Privacy-preserving synthetic data generation
  • Privacy-enhancing technologies for data mining and database applications
  • Compressive privacy for machine learning

Privacy-Preserving Machine Learning is a comprehensive guid...

Categories

Science & TechnologyComputersEngineeringTechnologyRobotics & Artificial IntelligenceArtificial Intelligence (AI)Machine Learning