We study cubic monomial Boolean functions of the form Trn 1 (μx 2i+2j+1) where μ ∈ F2n . We prove that the functions of this form do not have any affine derivative if n 6= i+ j or n 6= 2i− j. Lower bounds on the second order nonlinearities of these functions are derived.