We are applying multiscale methods to detect anomalous
behaviors in networks. This research project addresses the need for new analytical methods
in cybersecurity. We are investigating the application of modern methods of nonlinear
analysis from the behavioral sciences to analyze attackers' behavior as a complex
behavioral system. This project is funded by the Army Research Office.
We have previously developed VMSoar, which is an autonomous agent for
network security analysis, which monitors a network and learns to project its
future behavior.
Here is an overview paper on VMSoar.
We have collaborated with BBN Technologies in a DARPA-funded project
to develop an intelligent agent to
defend against internal cybersecurity threats.
Here is an overview paper on the BBN project.