Thank you MFloyd, Meper, Matt...
I think black board paint sound to be the most popular option. I see a bunch of them in Amazon. I might try one in my next project.
BTW, in the meantime I did the internal cleaning job for my Micro Nikkor 55mm f2.8 and its objective's wall paint was washed away as well. After investing the light path, In came to conclusion that the paint loss practically has no negative impact to the picture so I put the lens back without painting.