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Privacy Preser ving Deep Computa tion Model on Cloud for Big Data Feature Learning

Privacy Preser ving Deep Computa tion Model on Cloud for Big Data Feature Learning

Starting at: Rs.5,500.00

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 Privacy Preser ving Deep Computa tion Model on Cloud for Big Data Feature Learning

To improve the efficiency of big data feature learning, the paper proposes a privacy preserving deep computation model by offloading the expensive operations to the cloud. Privacy concerns become evident because there are a large number of private data by various applications in the smart city, such as sensitive data of governments or proprietary information of enterprises. To protect the priva te data, the proposed model uses the BGV encryption scheme to encrypt the private data and employs cloud servers to perform the high-order back-propagation algorithm on the encrypted data efficiently for deep computation model training. Further more, the proposed scheme approximates the Sigmoid function as a polynomial function to support the secure computation of the activation function with the BGV encryption.


 


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  • Model: PROJ7553
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Monday 31 July, 2017.

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