NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training

Adam Yala, Homa Esfahanizadeh, Rafael G. L. D' Oliveira +6

Balancing the needs of data privacy and predictive utility is a central challenge for machine learning in healthcare. In particular, privacy concerns have led to a dearth of public…