Hurricane season for Aruba (like almost all countries) is between the months of June right up on until around November, with some exceptions being both shortly before and after these months.
Although hurricane season in the Caribbean runs from June through late autumn, Aruba has statistically seen relatively few hurricanes pass nearby, and is generally considered a good weather destination year-round.