Baloch had two siblings, a brother named Sameer Baloch and a sister named Mahganj Baloch. She married a fellow Baloch activist, Hammal Baloch (also known as Hammal Haider), in Toronto. Several members of her extended family have been linked to the Balochistan insurgency in Iran and Pakistan.