Yes, if you intend on doing something unethical then it's certainly easier as a big company.

I have so far had good experiences with the legal system and regulations by choosing industries that are not unethical.

Nobody is chasing people who are not in violation of the cardinal rule zero: "Do not act in a way that requires [me] to make a new rule"