An FBI agent was accused of holding a woman against her will for more than five hours in her Crystal City apartment with the intent to sexually abuse her, according to the Arlington County Police Department.

Carl Lee Spicocchi, 54, was arrested the night of Aug. 23 after the woman, 50, escaped and called the police, police spokesman John Lisle said. Spicocchi was found in the woman’s apartment building carrying a handgun, Lisle said. Spicocchi and the woman knew each other, and the woman suffered minor injuries, Lisle said.