With an emphasis on rapid detection and low-cost identification, this publication provides solutions to the challenges presented by the evolving pattern of complex biological threat agents of various origins. This is a compilation of papers from the 4th Conference on Biodetection Technologies sponsored by the Knowledge Foundation.