In this paper, a novel chaos-based message authentication coding scheme is proposed for remote monitoring applications. With the use of high-dimensional chaotic map, a keyed hash function is constructed so that authentication code of any arbitrary message can be generated. The performance analysis of the proposed system is presented and its practical usage is demonstrated by a remote monitoring system.