Issue 2 Editors' Introduction Micah Sherr (Georgetown University), Zubair Shafiq (University of California, Davis) Multipars: Reduced-Communication MPC over Z2k [PDF] Artifact: …

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 …

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

Privacy-Preserving Membership Queries for Federated Anomaly Detection Authors: Jelle Vos (Delft University of Technology), Sikha Pentyala (University of Washington ...

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 …

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 …

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 …

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., …

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 …

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 …