President Andrea Agnelli and the board resigned on Monday amid a financial investigation.
Asked about the situation, Cannavaro said: "It was a surprise.
"But we are waiting for the new governance. Without forgetting that Juve have always given their best in times of difficulty."
Gianluca Ferrero has since been named new president.