Those wanting to get rid of this behavior of automatically installing updates on Ubuntu or Debian 9+ with Gnome, have 2 options: remove the unattended-upgrades or configure it so it does not install updates automatically.

Source: LXer – How To Stop Installing Updates Automatically On Ubuntu Or Debian (Unattended Upgrades)