If we're limiting 'corruption' to just be about bribes, then sure. Of course, in reality it also encompasses racism, nepotism, etc (i.e. anything that is a "corruption" of the impartial execution of their jobs).

I suspect many Black people would prefer paying a bribe to being killed by police at an outsize ratio, or paying a bribe to being charged more aggressively and sentenced more harshly.

Police brutality and incarceration is worse than bribes, my dude.