Does Label Differential Privacy Prevent Label Inference Attacks?Download PDFOpen Website

Published: 01 Jan 2023, Last Modified: 30 Sept 2023AISTATS 2023Readers: Everyone
Abstract: Label differential privacy (label-DP) is a popular framework for training private ML models on datasets with public features and sensitive private labels. Despite its rigorous privacy guarantee, it...
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