Context-Aware Generative Adversarial Privacy

26 Oct 2017Chong HuangPeter KairouzXiao ChenLalitha SankarRam Rajagopal

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... (read more)

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