Staff profile

James P. Early

Associate Professor


Contact

439 Shineman
315.312.3195
james.early@oswego.edu

Research

My research focuses on the derivation of machine-readable policy for computer and network security. We have applied a variety of machine learning and data mining techniques to derive network polices for intrusion detection. I have recently begun collaborating with Elisa Bertino and her students to extend the techniques to the monitor database system queries.

Specialty interests

  • computer and network security
  • software engineering
  • data mining
  • computer science education

Publications

  • James P. Early and Carla E. Brodley, "Behavioral Features for Network Anomaly Detection" in Machine Learning and Data Mining for Computer Security. Marcus A. Maloof, Editor. Springer, London. 2005
  • James P. Early, Carla E. Brodley, and Catherine Rosenburg, "Behavioral Authentication of Server Flows".Proceedings of the 19th Annual Computer Security Applications Conference. Las Vegas, NV. December 2003.
  • Eric Bryant, James P. Early, Rajeev Gopalakrishna, Gregory Roth, Eugene Spafford, Keith Watson, Paul Williams, and Scott Yost, "Poly 2 Paradigm: A Secure Network Service Architecture". Proceedings of the 19th Annual Computer Security Applications Conference. Las Vegas, NV. December 2003.