Ok, so I updated my camera to version 2.625. On the Dahua wiki page, I tried the Gen 2 version (2.626) and the update failed. I tried the Gen 1 version (2.265) and it seem to work. Camera rebooted and started working again.
Now ITCPUSH is gone completely! I can't seem to find a way in...