An Efficient Method to Provide Security using Back Propagation Neural Network Learning in Cloud Computing |
Author(s): |
| Pratik Gaikwad , G.H. Raisoni Institute of Engineering and Technology,Pune; Ast.Prof, Chhaya Varade, G.H. Raisoni Institute of Engineering and Technology,Pune; Tejas Khedekar, G.H. Raisoni Institute of Engineering and Technology,Pune; Pratik Raka, G.H. Raisoni Institute of Engineering and Technology,Pune; Abhishek Mahale, G.H. Raisoni Institute of Engineering and Technology,Pune |
Keywords: |
| Cloud Computing, Back Propagation, Neural Network Learning |
Abstract |
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By using the efficiency of cloud computing we are providing an ideal way for multiparty communication using Back Propagation neural network learning using their respective data set. Security is provided, as no party wants to reveal their data to others. Earlier models lacked multiple participant communication, every one having their own arbitrary data set for learning. Here we havw represented a system in which the participants encodes his data to thecloud server. The cloud server then computes and performs learning process with back propagation learning algorithm over the encoded data. As the cloud performs the maximum process, the communication and computation cost is kept minimum on the participant's side. |
Other Details |
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Paper ID: IJSRDV3I60148 Published in: Volume : 3, Issue : 6 Publication Date: 01/09/2015 Page(s): 301-304 |
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