It's not that hard. Do what you would do with a large amount of cash or gold coins: put it in a safe deposit box. Or a private vault, if you're ideologically opposed to banks.

Unlike gold, you can also add redundancy and cryptographic protection, but even without that you can at least be as secure as you are with gold, which plenty of rich people store in vaults without issues.