We use our mined data for real-time network security. When malicious hosts are detected on the network, they are automatically quarantined from the network. Quarantine is accomplished by immediately reconfiguring the Ethernet switch that the offending devices is attached to. Our Topology Reconstruction system is responsible for calculating an accurate network map and locating the switch port for each system on the network.