Predatory conferences work much like predatory journals. They typically:
charge high registration fees and are focused on profit over scholarly communication
use spam email tactics to promote their events
may advertise speakers who have not committed to present at the conference. Some events have been known to find a scholar's photo and bio online and post it to their scam conference site without the scholar's knowledge.