Hawks spokesperson Captain Philani Nkwalase said the two appeared on Friday.
"The duo, Thandy Godson Oforbuike, 41, and Rozelda Ezeka, 32, were arrested in the Strand area on Wednesday last week during a Hawks-led operation by members of the Serious Organised Crime Investigation unit and Law enforcement members from Vice Squad.
"The two allegedly kept a 28-year-old victim against her will," Nkwalase said. "She was rescued by the team and taken to a place of safety for recovery."
Nkwalase said Oforbuike and Fezeka were expected back in court on 20 July 2018.