Figure 5From: A spectrum of sharing: maximization of information content for brain imaging dataClassification results on private data. Differentially private approach to data sharing which enables the use of a support vector machine classifier on data from multiple privacy sites to be pooled together, resulting in a significantly decreased error rate. Notably, with enough sites, the error rate is comparable to that one would obtain if the data were completely open [47].Back to article page