Of course they are audited, every year. [1] And they are found to be fair and accurate as far as the EU can control it. Issues and corruption happen when the member states are responsible to distribute money - a lot of them seem to be less honest than the Eurocrats.
[1] https://fullfact.org/europe/did-auditors-sign-eu-budget/