The Uruguayan international has been questioned numerous times on how easily he appears to go to ground.
"I insist I don't dive in the penalty area," he told The Sun. "This is my career and the bad reputation around me is unjust.
"If you analyse the statistics I am one of the forwards who receives the most fouls and free-kicks.
"I accept criticism but many people attack me without reason."
Suarez is expected to be in the Liverpool side which travel to Chelsea this afternoon.