Its true that you are constantly be screened where ever you are in an airport through video surveillance and 2-way mirrors (thats why they get you walking around so much), but only by certain operatives looking mostly for behavioural indications.
Considering the amount of people passing through an airport every day, week, year, I don't think wearing a wig is an extraordinary enough fact to warrant notifying every TSA officer in the building!