cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU

The iphone 13 dallas emerging topic of privacy-preserving deep learning as a service has attracted increasing attention in recent years, which focuses on building an efficient and practical neural network prediction framework to secure client and model-holder data privately on the cloud.In such a task, the time cost of performing the secure linear

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Sustainability of agroecological interventions in small scale farming systems in the Western Highlands of Guatemala

The Western Highlands of Guatemala are dominated by small-scale farming in indigenous communities.Mountain conditions and overpopulation have led to expansion of the agricultural frontier with consequent degradation, decreasing yields, poverty and malnutrition.Several non-government organizations (NGO) have carried out interventions to rescue the m

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