We know that Intel processors have one ([ME](https://en.wikipedia.org/wiki/Intel_Management_Engine "Intel Management Engine")) so it is definitely possible.

In general, how could you even trust a piece of hardware like a CPU or network card, even if the manufacturer says there is no backdoor?
For software, it is easy since you can access the source code verify it and compile it. But for hardware?