Beyond open vs. closed: Balancing individual privacy and public accountability in data sharing

M Young, L Rodriguez, E Keller, F Sun, B Sa… - Proceedings of the …, 2019 - dl.acm.org
Data too sensitive to be" open" for analysis and re-purposing typically remains" closed" as
proprietary information. This dichotomy undermines efforts to make algorithmic systems …

PRIMULE: Privacy risk mitigation for user profiles

F Pratesi, L Gabrielli, P Cintia, A Monreale… - Data & Knowledge …, 2020 - Elsevier
The availability of mobile phone data has encouraged the development of different data-
driven tools, supporting social science studies and providing new data sources to the …

The tradeoff between the utility and risk of location data and implications for public good

D Calacci, A Berke, K Larson - arxiv preprint arxiv:1905.09350, 2019 - arxiv.org
High-resolution individual geolocation data passively collected from mobile phones is
increasingly sold in private markets and shared with researchers. This data poses significant …