Invisible flames are actually very easy to create. As long as the flammable fluid used is methanol, the flames will basically be invisible. Consider a situation where a person is burning alive in front of a crowd.
They might even be screaming their head off. The bystanders would probably just think that the individual is high on some drugs and avoid them.