Sabri Lamouchi's men took all three points from Tuesday evening's clash with Birmingham City, with late goals coming from Perry Ng and Callum Robinson.
"It will be a difficult game I know, but I know in this league everything is possible. We will do our best, and with fan support we will try to push and to disturb Middlesbrough."
Cardiff City Women look to book a place in the Adran Trophy final as they welcome The New Saints to Cardiff International Sports Campus on Sunday (12/02), 2pm KO.