Allen D. Householder is a senior vulnerability researcher in the CERT Division of Carnegie Mellon University's Software Engineering Institute. Householder's research interests include applications of complex systems theory and machine learning to software and system security, fuzzing, and modeling of information sharing and trust among cybersecurity responders.