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Context-Aware Generative Adversarial Privacy

Preserving the utility of published datasets while simultaneously providing provable privacy guarantees is a well-known challenge. On the one hand, context-free privacy solutions, such as differential privacy, provide strong privacy guarantees, but often lead to a significant reduction in utility. O...

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Bibliografiske detaljer
Principais autores: Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2017-12-01
Serier:Entropy
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Online adgang:https://www.mdpi.com/1099-4300/19/12/656
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