HMAS Glenelg, operating under the control of Border Protection Command, intercepted the boat on Thursday morning.
The group will be transferred to Christmas Island where they will undergo security, identity and health checks. Their reasons for travel will also be established.
It is the third boat intercepted since Tuesday.