Depending on the age of the canvas, moistening could also weaken the canvas (degraded fabric is weaker wet than dry). You could simply vacuum with one of those micro vac attachments for keyboards or try gently surface cleaning with grated vinyl or art gum eraser followed by soft brush and/or vacuum.
Rebecca