Modern C++ should be safer. If you keep dynamic memory allocation to a minimum, use the STL heavily and are OK with lots of copying then it's harder to screw up because there's not much manual freeing of stuff and buffer sizes are systematically checked.

Of course if you're going to leave C, why not use real time Java or some other safer language.... C++ doesn't seem like a very ambitious sort of upgrade.