Reports suggest the Gunners are monitoring the 23-year-old Uruguayan shot-stopper.
Muslera joined Lazio in 2007 and has become a key player at the club.
“It is important that a Premier League club like Arsenal have been monitoring my progress and it motivates me to play even better,” he said.
Muslera has two-years left on his current contract with Lazio.
