Colonel Syed Munawar, head of the Security Police in Baghlan told Middle East News Agency, the blast occurred at around 8:00 pm in Qaisar-khel area.
According to Munawar, the civilians were killed and wounded after their vehicle was targeted by the bomb.
There was no immediate claim of responsibility for the blast.