Personally I don’t go with full disk encryption for backups. I use Borg that encrypts its repositories on a plain ext4 partition, and the key is saved in the config file (wrapped in passphrase of course). Obviously it just moved the problem of what to do with the passphrase… I also have Vaultwarden (with a separate backup mechanism).