The Sun reports that Wenger is keen to bring in Reina as he believes the Spaniard can solve their keeper problem.
Wenger is reportedly ready to pay up to £25million for the Spanish goalkeeper.
Reina has been a key player at Liverpool since joining the club from Villarreal in a £6million deal five years ago.