I have implemented the support for the ChainerBackend class of the python keyring package and it is currently on its way into the dev branch of BiT via this pull request:
https://github.com/bit-team/backintime/pull/1413 Any feed-back (esp. testing it on your computer) is welcome. THX a lot!