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We introduce PyVertical, a framework supporting vertical federated learning using split neural networks. ... To demonstrate the validity of the proposed framework, we present the training of a simple dual-headed split neural network for a MNIST classification task, with data samples vertically distributed across ... FRAMEWORK DESCRIPTION We introduce PyVertical, a framework written in Python for vertical federated learning using SplitNNs and PSI. ...arXiv:2104.00489v3 fatcat:pae6kb5ouvgc5mfg2m6xa2iqby