Although I cannot refute there are additional memory-related issues to be aware of in C, it is precisely such awareness that make someone a better programmer because its how the underlying hardware works. For instance, parallelizing algorithms must take into account cache-alignment boundaries and so on.
Abstractions are good. However, too much abstraction is bad. Just as too much of anything is a bad thing. When people rely solely on such abstractions, it is in fact ruinous to ability.
That being said, higher-level languages certainly have their place. But I firmly believe that C is a high-enough abstraction for systems programming and with proper idioms and testing strategies, it can be just as safe as the plethora of garbage-collected languages out there in the wild.