Wenger is yet to make a significant signing this summer.
"Yes, of course. I am confident. Why should I sit here and say to you we can absolutely not win the title with the players we have?" said Wenger, speaking after Saturday's pre-season 2-2 draw with Napoli in the Emirates Cup.