The Gunners could make a move for the former Celtic keeper in the January transfer window, according to the Sun.
Boruc is behind Sebastien Frey in the pecking order at Fiorentina and could be interested in a move to Arsenal.
Arsenal boss Arsene Wenger is keen to bring in a new goalkeeper in January.
