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Looking at the docs, it seems that the only secure option for storing the master key is Amazon's KMS. (The other options are all potentially vulnerable to key extraction by a rouge admin or hacker.)
It would be nice if support was added for using a key stored on a hardware TPM chip. This would provide similar functionality to KMS, and is available on almost any modern bare-metal server.
For an example of how to interact with a TPM: https://www.cylab.cmu.edu/tiw/slides/challener-TPM.pdf
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