The 43-year-old "I Know What You Want" hitmaker reportedly threatened a woman he would "bite" her after she bumped into him while he was dancing, reported TMZ.
Kim Simpson claimed even though she and her friend apologised for accidentally bumping into Rhymes, he warned he would bite them if it happened again.
Situation escalated when the two girls were clicking pictures with reality TV star Deelishis, and Rhymes got caught in the camera flash crossfire.
"Don't make me slap you," the rapper said and charged at them before security stopped him.