@tanguatlay,
The British would be likely to use rubber, while the Americans would use eraser. The British might use eraser, and would certainly understand it. In American usage, "rubber" would not be taken to mean the same thing as "eraser." In American usage, "rubber" is taken to mean a prophylactic sheath, a condom.