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School and College campuses face a perceived threat of violent crimes andrequire a realistic plan against unpredictable emergencies and disasters.Existing emergency systems (e.g., 911, campus-wide alerts) are quite useful,but provide delayed response (often tens of minutes) and do not utilizeproximity or locality. There is a need to augment such systems withproximity-based systems for more immediate response to attempt to prevent anddeter crime. In this paper we propose SHIELD, an on-campus emergency rescue andalert management service. It is a fully distributed infrastructure-lessplatform based on proximity-enabled trust and cooperation. It relies onlocalized responses, sent using Bluetooth and/or WiFi on the fly to achieveminimal response time and maximal availability thereby augmenting thetraditional notion of emergency services. Analysis of campus crime statisticsand WLAN traces surprisingly show a strong positive correlation (over 55%)between on-campus crime statistics and spatio-temporal density distribution ofon-campus mobile users. This result provides a motivation to develop suchplatform and points to the promise in reducing crime incidences. We also showan implementation of a prototype application to be used in such scenarios.

SHIELD: Social sensing and Help In Emergency using mobiLe Devices