Opaque: An Oblivious and Encrypted Distributed Analytics Platform

NSDI, pp. 283-298, 2017.

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Abstract:

Many systems run rich analytics on sensitive data in the cloud, but are prone to data breaches. Hardware enclaves promise data confidentiality and secure execution of arbitrary computation, yet still suffer from access pattern leakage. We propose Opaque, a distributed data analytics platform supporting a wide range of queries while provid...More

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