Privacy-first health research with federated learning. - Adam Sadilek; Luyang Liu; Dung Nguyen 002; Methun Kamruzzaman; Stylianos Serghiou; Benjamin Rader; Alex Ingerman; Stefan Mellem; Peter Kairouz; Elaine O. Nsoesie; Jamie Macfarlane; Anil Vullikanti; et al. (npj Digit. Medicine, 2021)

Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services. - Luyang Liu; David Racz; Kara Vaillancourt; Julie Michelman; Matt Barnes 001; Stefan Mellem; Paul Eastham; Bradley Green; Charles Armstrong; Rishi Bal; Shawn O'Banion; Feng Guo (CoRR, 2022)

Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation. - Eugene Bagdasaryan; Peter Kairouz; Stefan Mellem; Adrià Gascón; Kallista A. Bonawitz; Deborah Estrin; Marco Gruteser (Proc. Priv. Enhancing Technol., 2022)

CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data. - Zhao Cheng; Diane Wan; Matthew Abueg; Sahra Ghalebikesabi; Ren Yi; Eugene Bagdasarian; Borja Balle; Stefan Mellem; Shawn O'Banion (CoRR, 2024)

Adherence to non-pharmaceutical interventions following COVID-19 vaccination: a federated cohort study. - Benjamin Rader; Neil K. R. Sehgal; Julie Michelman; Stefan Mellem; Marinanicole D. Schultheiss; Tom Hoddes; Jamie Macfarlane; Geoff Clark; Shawn O'Banion; Paul Eastham; Gaurav Tuli; James A. Taylor 003; et al. (npj Digit. Medicine, 2024)