Opaque Systems
Secure analytics / machine learning on confidential data as a cloud service.
Our CEO Rishabh Poddar gave a presentation at UseNIX Security on recent work advancing the state of the art for privacy-preserving collaborative analytics using secure multiparty computation. See talk and paper here: https://www.usenix.org/conference/usenixsecurity21/presentation/poddar
Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics | USENIX Authors: Rishabh Poddar and Sukrit Kalra, UC Berkeley; Avishay Yanai, VMware Research; Ryan Deng, Raluca Ada Popa, and Joseph M. Hellerstein, UC BerkeleyAbstract: Many organizations stand to benefit from pooling their data together in order to draw mutually beneficial insights—e.g., for fraud de...
07/23/2021
Our software engineer Octavian Sima wrote a comprehensive hands-on guide on running Apache Spark SQL on encrypted data with our open source MC2 platform on Towards Data Science
https://towardsdatascience.com/how-to-run-spark-sql-on-encrypted-data-c10adf64619
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