GPU or power supply. Try turning the screen brightness way down, and see if the white-out incidents decrease. If they do decrease, that would point to the power supply.
Do you hear a lot of fan noise, compared to when it was newer? If the fan and vents are plugged up, overheating could cause it too. Look for some air currents coming out of the exhaust vents. A temperature monitoring utility would help too.