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It is well-known that deciding whether an NFA or a regular expression define a counter-free/star-free language is PSPACE-complete.

Does the problem become easier if I have a DFA as input? What's the complexity in this case?

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I've found it in the literature [1], it's PSPACE-complete even for DFAs.

Sang Cho, Dung T. Huynh Finite-automaton aperiodicity is PSPACE-complete,
Theoretical Computer Science, Volume 88, Issue 1, 1991, Pages 99-116

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