A bit of a guessing game, but I'll share my thoughts.
Probably not the exhaust shutters, as they never give a water tight seal anyway.
More likely the exhaust manifolds are leaking (or possibly the intake manifold). Anyway, it would be best to determine the culprit and address accordingly.