There is no evidence that one type gets audited more than the other.
If you file jointly, you receive a standard deduction of $24,000; if you file separately, you each receive a standard deduction of $12,000.
If you have dependents, there are credits that are not available if you file separately.
For more information, follow this link: Married
Filing Jointly v Separately