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This paper investigates the number of trace-one elements in a polynomial basis for$$\mathbb{F}_{2^n}$$. A polynomial basis with a small number of trace-one elements is desirable because it results in an efficient and low cost implementation of the trace function. We focus on the case where the reduction polynomial is a trinomial or a pentanomial, in which case field multiplication can also be efficiently implemented.