The Gunners were said to be preparing a bid for the 24-year old earlier this month.
When asked by Sky Sports News whether he had spoken to Arsenal, Mirallas replied: "My manager [has]. Me? No."
The Belgian international was then asked: "So it may happen?" He replied: "Yes, it's good."
Mirallas also admits that joining compatriot Thomas Vermaelen in England appeals to him.
He added: "Thomas plays very good at Arsenal and now a lot of Belgian players are in the Premier League.
"[Moving to England would be] good for me, it's good for my family and it's a good opportunity, but I don't know...it's possible."
Mirallas scored 20 goals in 24 Greek Super League matches last season.