Only problem is that GPS is for poistioning. For detection you need radar.
Maybe what we need is to go old tech/new tech on them. Position several fast PT boats equiped with Predator UAV's around the area linked to an AWACs over head. Then when they try get near a ship, any ship, put a Hell Fire missle in their a**.
that seems awfully complicated.