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Secure Outsourced Matrix Computation and Application to Neural Networks

Secure Outsourced Matrix Computation and Application to Neural Networks

Association for Computing Machinery (ACM) via YouTube Direct link

Matrix Multiplication

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Matrix Multiplication

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Secure Outsourced Matrix Computation and Application to Neural Networks

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  1. 1 Intro
  2. 2 Homomorphic Encryption
  3. 3 Recent Progresses on HE
  4. 4 Functionality of HE Schemes
  5. 5 Hamomorphic Matrix Operation
  6. 6 Matrix Encoding
  7. 7 Matrix Multiplication
  8. 8 Other Operations
  9. 9 Experimental Results
  10. 10 Homomorphic Evaluation of Neural Networks
  11. 11 Comparison

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