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Semi-supervised knowledge transfer for deep learning from private training data

OpenAI Blog ↗ · 2016-10-18 Cached

OpenAI presents PATE (Private Aggregation of Teacher Ensembles), a privacy-preserving approach that trains a student model on noisy outputs from multiple teacher models trained on disjoint datasets, providing strong differential privacy guarantees without exposing sensitive training data.

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