A multiparameter quantum affine space \(\mathcal {O}_{\mathfrak q} \) of rank n is the \(\mathbb {F}\) -algebra generated by the indeterminates \(X_1, \ldots , X_n\) satisfying \(X_iX_j = q_{ij} X_jX_i \ (1 \le i < j \le n)\) where \(q_{ij}\) are nonzero scalars in \(\mathbb {F}^*\) . Necessary and sufficient conditions on the multiparameters \(q_{ij}\) are obtained so that the the only \(\mathbb {F}\) -automorphisms are the trivial ones arising from the action of the torus \((\mathbb {F}^*)^n\) . We show that the automorphism group is trivial provided that the subgroup \(\Lambda \) of \(\mathbb {F}^*\) generated by the \(q_{ij}\) has rank at least \(\left( {\begin{array}{c}n - 1\\ 2\end{array}}\right) + 1\) and construct counterexamples when rank is equal to \(\left( {\begin{array}{c}n - 1\\ 2\end{array}}\right) \) . For the multiparameter quantum torus \(\widehat{\mathcal {O}}_{\mathfrak q} \) of rank n an important ingredient of the \(\mathbb {F}\) -automorphism group is the so-called non-scalar automorphism group, whose calculation is a known to be a hopeless problem. We give examples of calculation of this group for \(n = 4\) and give a general result in this direction. An important case of a quantum torus is when it is hereditary, that is, has global dimension one. This is obtained, for example, when the subgroup \(\Lambda \) has the maximal possible rank \(\left( {\begin{array}{c}n\\ 2\end{array}}\right) \) . We construct examples of hereditary quantum tori with small \(\Lambda \) -rank.