A bilevel exposure-oriented sensor location problem for border security.

•We present an application of Wireless Sensor Networks for border security.•We develop a bilevel optimization model and solve its single-level reformulation.•The model accounts for sensor preferences via the notion of weighted exposure.•We model, solve, and conduct sensitivity analyses for an air defense test instance.•We compare the results to alternative, metric-driven intruder routing solutions.