Publications

Select publications from ARCS staff.

• Automated Design of Multi-Level Network Partitioning Heuristics Employing Self-Adaptive Primitive Granularity Control
  Aaron Scott Pope and Daniel R. Tauritz.
  In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO ’20). Association for Computing Machinery, New York, NY, USA.
• Automated Design of Tailored Link Prediction Heuristics for Applications in Enterprise Network Security
  Aaron Scott Pope, Daniel R. Tauritz, and Melissa Turcotte.
  In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO ’19). Association for Computing Machinery, New York, NY, USA, 1634–1642.
• Automated Design of Random Dynamic Graph Models
  Aaron Scott Pope, Daniel R. Tauritz, and Chris Rawlings.
  In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO ’19). Association for Computing Machinery, New York, NY, USA, 1504–1512
• Evolving Bipartite Authentication Graph Partitions
  Aaron Scott Pope, Daniel Tauritz, and Alexander Kent.
  In IEEE Transactions on Dependable and Secure Computing, vol. 16, no. 1, pp. 58-71, 1 Jan.-Feb. 2019
• Unified host and network data set,
  Melissa J. M. Turcotte, Alexander D. Kent, and Curtis Hash.
  Data Science for Cyber-Security. Chapter 1, pages 1–22, World Scientific, November 2018. (doi:10.1142/9781786345646_001)
• Physics-informed machine learning for dram error modeling,
  E. Baseman, N. DeBardeleben, S. Blanchard, J. Moore, O. Tkachenko, K. Ferreira, V. Sridharan, and T. Siddiqua.
  2018 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT). DFT '18. IEEE, October 2018.
• Leveraging controlled information sharing for botnet activity detection,
  Calvin Ardi and John Heidemann.
  Proceedings of the 2018 Workshop on Traffic Measurements for Cybersecurity. WTMC '18, pages 14–20, New York, NY, USA, August 2018, ACM. (doi:10.1145/3229598.3229602)
• Poster: Towards a collaborative and retrospective understanding of security events with retro-future,
  Calvin Ardi, John Heidemann, Gina Fisk, Mike Fisk, and Christos Papadopoulos.
  Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos. SIGCOMM '18, pages 72–74, New York, NY, USA, August 2018, ACM. (doi:10.1145/3234200.3234249)
• Galaxy: A Network Emulation Framework for Cybersecurity,
  Kevin Schoonover, Eric Michalak, Sean Harris, Adam Gausmann, Hannah Reinbolt, Daniel R. Tauritz, Chris Rawlings, and Aaron Scott Pope.
  11th USENIX Workshop on Cyber Security Experimentation and Test (CSET '18). USENIX Association, August 2018.
• Evolution of Network Enumeration Strategies in Emulated Computer Networks,
  Sean Harris, Eric Michalak, Kevin Schoonover, Adam Gausmann, Hannah Reinbolt, Joshua Herman, Daniel Tauritz, Chris Rawlings, and Aaron Scott Pope.
  Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO 2018, pages 1640–1647, New York, NY, USA, July 2018, ACM. (doi:10.1145/3205651.3208270)
• Automated Design of Network Security Metrics,
  Aaron Scott Pope, Robert Morning, Daniel R. Tauritz, and Alexander D. Kent.
  Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO '18, pages 1680–1687, New York, NY, USA, July 2018, ACM. (doi:10.1145/3205651.3208266)
• Data-defined Vulnerability Metrics for Enterprise Networks,
  Aaron Scott Pope and Nathan Lemons.
  http://www.cvent.com/events/coda-2018-conference-on-data-analysis-2018/event-summary-3e85bd2488b946d59cf84337876019e7.aspx. March 2018.