Common occurrence with the moths, but if doubt its what caused that corrosion, there's just too much and its all over the board /heatsink.
Curious as to your local weather conditions aswell.
From my experience finding parts for graphics cards can be frustratingly difficult.
Those components in the top picture look like they got a little toasty too. Most likely diodes.