White Papers

Secure Distribution of Neural Networks in Wireless Sensor Networks

Overview This paper considers the case where artificial neural network processing is securely performed over the wireless sensor network. To do this, they point out major security threats and countermeasures against them. Then, they revised Holenderski et al.'s decomposition model to support secure computing. Moreover, they refine the original model to deal with some boundary cases. The revised model shows that like the original model the horizontal decomposition is better than the vertical decomposition and that the number of the allocated lower neurons in each layer to each sensor node should be large for optimization.

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Publisher
Hanyang University
File Format
PDF
Date Published
Jul 1, 2009
Format
White Papers
Topics
Monitoring Systems, Mobile - Wireless Communications, Security Management

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