Efficient Deep Learning on Multi-Source Private Data

no code implementations • 17 Jul 2018 • Nick Hynes, Raymond Cheng, Dawn Song

Machine learning models benefit from large and diverse datasets.

BIG-bench Machine Learning Deep Learning +1

Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution

no code implementations • 14 Apr 2018 • Raymond Cheng, Fan Zhang, Jernej Kos, Warren He, Nicholas Hynes, Noah Johnson, Ari Juels, Andrew Miller, Dawn Song

Smart contracts are applications that execute on blockchains.

Cryptography and Security