You don't have to change style for it. After setting up your toolbar as actionbar, You can code like this
android.getSupportActionBar().setDisplayHomeAsUpEnabled(true);
android.getSupportActionBar().setHomeAsUpIndicator(R.drawable.back);
//here back is your drawable image
But You cannot change color of back arrow by this method