ABSTRACT Medical data donation involves voluntarily sharing medical data with research institutions, which is crucial for advancing health-care research. However, the sensitive nature of medical data …

PrivacyLens: On-Device PII Removal from RGB Images using Thermally-Enhanced Sensing Authors: Yasha Iravantchi (University of Michigan), Thomas Krolikowski (University ...

Measuring Conditional Anonymity - A Global Study Authors: Pascal Berrang (University of Birmingham), Paul Gerhart (Friedrich-Alexander Universität Erlangen-Nürnberg ...

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

SoK: Wildest Dreams: Reproducible Research in Privacy-preserving Neural Network Training Authors: Tanveer Khan (Tampere University), Mindaugas Budzys (Tampere ...

Abstract: Machine Learning (ML), addresses a multitude of complex issues in multiple disciplines, including social sciences, finance, and medical research. ML models require substantial computing …

ABSTRACT The realm of digital health is experiencing a global surge, with mobile applications extending their reach into various facets of daily life. From tracking daily eating habits and vital …

ABSTRACT In many scenarios, users have to communicate sensitive data with third parties such as doctors, lawyers, insurance companies, social workers, or online shops. Handing over personal data …

ABSTRACT Intermittent (batteryless) devices operate solely using energy har-vested from their environment. These devices turn on when they have energy and turn ofduring energy scarcity. …

ABSTRACT Location data is frequently collected from populations and shared in aggregate form to guide policy and decision making. However, the prevalence of aggregated data also raises the …