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CoVault: A Secure Analytics Platform. (arXiv:2208.03784v1 [cs.CR])
Aug. 9, 2022, 1:20 a.m. | Roberta De Viti, Isaac Sheff, Noemi Glaeser, Baltasar Dinis, Rodrigo Rodrigues, Jonathan Katz, Bobby Bhattacharjee, Anwar Hithnawi, Deepak Garg, and P
cs.CR updates on arXiv.org arxiv.org
In a secure analytics platform, data sources consent to the exclusive use of
their data for a pre-defined set of analytics queries performed by a specific
group of analysts, and for a limited period. If the platform is secure under a
sufficiently strong threat model, it can provide the missing link to enabling
powerful analytics of sensitive personal data, by alleviating data subjects'
concerns about leakage and misuse of data. For instance, many types of powerful
analytics that benefit public …
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