Arsenal had the better of the chances but it was the experience of Pauline Cope in goal and poor finishing that went against them.
Two first-half goals from player of the match Aluko ensured the League Cup would return to south east London although Gunners striker Julie Fleeting set up a tense finish in front of 3,506 at Wycombe Wanderers FC.