It is always possible for a random signal to appear by coincidence in several detectors simultaneously. LIGO also gathers data from a huge number of "auxiliary channels" that monitor the local environment (seismometers, microphones, radio receivers, etc). Possible detections are heavily scrutinized by ensuring that the detectors were operating normally during the time of detection, and no local disturbances are seen in the auxiliary channels.
