A highly improved Pd-catalyzed cyanation of aryl chlorides to corresponding benzonitriles was demonstrated in aqueous media. Moreover, Pd-catalyzed cyanation of aryl tosylates and benzenesulfonates with K 4 [Fe(CN) 6 ] was developed under the similar conditions, which extended application scope of the cyanation.