Beyond Differential Privacy: Synthetic Micro-Data Generation with Deep Generative Neural Networks
Recent advances in generative modeling, based on large scale deep neural networks, provide a novel approach for sharing individual-level datasets (micro-data) without privacy concerns. Unlike differential privacy, which enforces a specific query mechanism on data to ensure privacy, generative models...
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| Format: | Ebooks |
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IntechOpen,
2020-09-09.
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| Online Access: | Get Online |
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A1234.567 |
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| Copy 1 | Available |