In this paper, we present the GNB-aided MSST algorithm for the curves over finite fields that have a Gaussian normal basis of type t less than or equal to 2. It is based on the MSST algorithm proposed by P. Gaudry [3] at ASIACRYPT 2002. For those fields, we combine the lifting phase of the MSST algorithm and the norm computation algorithm in [6]. So the time complexity of the MSST is reduced from O(N2mu+0.5) to O(N2mu+1/(mu+1)) and it runs faster than any other algorithms in our case.