I had the same problem. I didn't figure out the cause of this issue, but
found a very simple solution. The credentials had expired, so I needed
to go to Settings > Online Accounts and select my Google account and log
in again. After a few minutes the back-up restarted automatically and
finished successfully.

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https://bugs.launchpad.net/bugs/1747646

Title:
  Authentication error with google drive

Status in Déjà Dup:
  Confirmed
Status in Duplicity:
  Confirmed
Status in deja-dup package in Ubuntu:
  Triaged

Bug description:
  Hi,

  I'm having an issue using deja-dup to back up my laptop to my google
  drive.

  When backing only a small folder (eg: ~/Documents) every thing works fine.
  However when trying to backup my whole home folder (/home/myusername) I get 
an "Invalid credentials" error after 5-10 min.

  The back up seems to start normally and my destination folder starts
  filling with "duplicity-full...difftar.gz" files, but eventually I get
  the Invalid Credentials error.

  
  lsb_release -d
  Fedora release 27 (Twenty Seven)

  rpm -q deja-dup duplicity
  deja-dup-37.1-1.fc27.x86_64
  duplicity-0.7.16-1.fc27.x86_64

  deja-dup.log attached.
  I cannot attach deja-dup.gsettings since i can only join 1 file. Will send if 
needed.

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