I've been in that situation. I argued as much as I felt I could get away with and made the strongest arguments I could against unethical behavior. I was eventually forced out. A couple years later, the company was investigated by law enforcement and subsequently declared bankruptcy.

The people in control were the only ones pushing for the unethical actions, but most others were a lot more quiet than I was and several stuck around until the bitter end.