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  1. Measuring Conditional Anonymity - A Global Study

    From tracking daily eating habits and vital functions to monitoring sleep patterns and even the menstrual cycle, these apps have become ubiquitous in their pursuit of comprehensive health …

  2. PrivacyLens: On-Device PII Removal from RGB Images using …

    Abstract: Internet-connected cameras support many useful home monitoring and health applications. However, these same cameras indiscriminately capture sensitive and Personally …

  3. The set of data donors may include both those currently experiencing health issues and those in good health. This difers from traditional medical data collection scenarios, where data is …

  4. The global landscape of digital health is undergoing an unprece-dented surge, fueled by legislative changes facilitating broader ac-cess to health data for research and the exponential …

  5. PoPETs Proceedings — SoK: Wildest Dreams: Reproducible …

    However, when working with private information, like financial data or health records, outsourcing the computation might result in privacy issues. Recent advances in Privacy-Preserving …

  6. In the COVID-19 heatmap problem, we consider a scenario where the Department of Health and Human Services (HHS) wants to learn areas with a higher chance of getting infected with the …

  7. PoPETs Proceedings — What Does It Mean to Be Creepy?

    Most critically, it introduces ten novel visualizations that show implications of the collected data, both the mundane (e.g., total number of ads you've been served) and the provocative (e.g., …

  8. PoPETs Proceedings — SoK: Secure Human-centered Wireless …

    SoK: Secure Human-centered Wireless Sensing Authors: Wei Sun (Duke University), Tingjun Chen (Duke University), Neil Gong (Duke University) Volume: 2024 Issue: 2 ...

  9. A healthcare provider holding patient records may gain critical insights such as calcu-lating the risk of a health condition by merging with data stored on individual smart devices or other …

  10. While a few participants expressed privacy concerns about their health information (see Section 4.1), about half of our participants shared that they trusted service providers (e.g., hospitals …