Information-theoretic Privacy: Leakage measures, robust privacy guarantees, and generative adversarial mechanism design
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Mar 11, 2019, 03:00 PM - 04:00 PM | 540 Cory Hall | Happening As Scheduled
Lalitha Sankar, Arizona State Univ.
Privacy is the problem of ensuring limited leakage of information about sensitive features while sharing information (utility) about non-private features to legitimate data users. Even as differential privacy has emerged as a strong desideratum for privacy, there is also an equally strong need for context-aware utility-guaranteeing approaches in most data sharing settings. This talk approaches...