How to put confirmation box at gridview hyperlink column?

In Gridview row databound just assign your javascript function to link button.

Dim vlblCtrl As LinkButton = (CType(e.Row.FindControl("Lnk"), LinkButton))
vlblCtrl.Attributes.Add("onclick", "call your javascript function")