The abduction took place while the aid workers were on their way from unknown location to Ghazni province, ICRC spokesman Ahmad Ramin said Thursday.
According to him, police have started probe into the incident to find the workers and arrest the kidnappers.
The families of the abductees have been informed of the incident.