From forums (BleepingComputer, Reddit r/techsupport, Microsoft Answers):
If you see it running in Task Manager, there is generally no cause for alarm. Only worry if: brother filedg32.exe
: The machine’s LCD will display black boxes, indicating it is ready to receive a new firmware file via the FILEDG32.exe utility. Why People Seek It From forums (BleepingComputer