research
∙
07/21/2021
Multi-institution encrypted medical imaging AI validation without data sharing
Adoption of artificial intelligence medical imaging applications is ofte...
share
research
∙
05/10/2021
SIRNN: A Math Library for Secure RNN Inference
Complex machine learning (ML) inference algorithms like recurrent neural...
research
∙
12/09/2020
Secure Medical Image Analysis with CrypTFlow
We present CRYPTFLOW, a system that converts TensorFlow inference code i...
research
∙
10/14/2020
Blockene: A High-throughput Blockchain Over Mobile Devices
We introduce Blockene, a blockchain that reduces resource usage at membe...
research
∙
10/13/2020
CrypTFlow2: Practical 2-Party Secure Inference
We present CrypTFlow2, a cryptographic framework for secure inference ov...
research
∙
09/16/2019