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ABY3 - A Mixed Protocol Framework for Machine Learning

ABY3 - A Mixed Protocol Framework for Machine Learning

Association for Computing Machinery (ACM) via YouTube Direct link

Neural Network

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Neural Network

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ABY3 - A Mixed Protocol Framework for Machine Learning

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  1. 1 Intro
  2. 2 Machine Learning and Privacy
  3. 3 Training A better Model
  4. 4 Security Concerns
  5. 5 Always Encrypted
  6. 6 Matrix Multiplication on Shared Data
  7. 7 Piece-wise Polynomial
  8. 8 Linear Regression on Shared Data
  9. 9 Neural Network

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