On September 27, 1993, Bieniemy was arrested in Boulder, Colorado, for allegedly harassing a female parking attendant. According to the police report, while with his friends, Bieniemy put his hand on the attendant's neck, startling her. She told police he also made a comment about "a bunch of black males all at once being her worst nightmare," and that Bieniemy and his friends took off their pants and began urinating nearby. Bieniemy was also named in an outstanding warrant on a charge of driving with a suspended license. As a result of this incident, Bieniemy was banned from the University of Colorado Boulder campus for one year.