Ochlophobia – or sometimes known as Enochlopobia or Demophobia: Extreme or irrational fear of or aversion to crowds.
Interesting term, since the modern Greek word that I’m familiar with “enochlo” means to bother or bug someone. So “enochlophobia” in modern Greek translates to “fear of being bothered” 😉