Indeed. Many overlook the fact that it's current that can damage cables and cause fires, regardless of voltage ... and probably required by regulations (at least in the UK, the regs don't, in general, distinguish between ELV and LV).
However, as added 'reassurance', assuming that we're talking about SMPSUs, any half-decent one will have in-built overload (including 'short circuit') protection - and even those which are not 'half-decent' will probably stop oscillating if significantly overloaded.
Kind Regards, John