Publications

21CT boasts a team of scientists, engineers, and software developers whose individual skills complement and extend 21CT's technology focus, and who claim dozens of publications (listed below and on the additional linked pages) and patents (listed on our Patents Page).

J. Mugan. "A Developmental Approach to Learning Causal Models for Cyber Security." Proceedings of SPIE Volume 8751, 2 May 2013.
J. Mugan, E. McDermid, A. McGrew, and L. Hitt. "Identifying Groups of Interest through Temporal Analysis and Event Response Monitoring." IEEE Conference on Intelligence and Security Informatics (ISI-13). 2013.
J. Mugan. "Top-Down Abstraction Learning Using Prediction as a Supervisory Signal." AAAI Workshop on Learning Rich Representations from Low-Level Sensors (RepLearn-13). 2013.
Hitt, L. ZSS Short Signature Scheme for BN Curves. Internet Engineering Task Force, Internet-Draft. 22 January 2013.
P. Biró, D. Manlove, and E. McDermid. “‘Almost stable’ matchings in the Roommates problem with bounded preference lists.” Theoretical Computer Science (to appear). 2012.
Hitt, L. ZSS Short Signature Scheme. Internet Engineering Task Force, Internet-Draft. 10 October 2012.
J. Mugan and M. McClain. "The Application of Developmental Learning to Cyber Security." 2012 Biologically Inspired Cyber Defense Workshop (BICD), 28-30 August 2012. Dayton, OH.
T.R. Coffman, “Lessons learned from 10 years of network analysis R&D for defense and intel customers,” Proc. FloCon 2012, January 11, 2012.
T. Ray, “Using layer 7 metadata to augment flow analysis,” Proc. FloCon 2012, January 11, 2012.
J. Mugan. The Curiosity Cycle: Preparing Your Child for the Ongoing Technological Explosion. Self-published, 2012.
L. Hitt. “Asymmetric Threat Human Network Behavior Signatures from Network Data.” Military Operations Research Society 79th Symposium Final Report, 2012.
E. McDermid and R.W. Irving. “Sex-Equal Stable Matchings: Complexity and Exact Algorithms.” Algorithmica (to appear). 2012.
T.R. Coffman and A.C. Bovik, “Volumetric stereo with stochastic supersampling,” in preparation for Computer Vision and Image Understanding, Special Issue, 2012.
J. Mugan and B. Kuipers. Autonomous learning of high-level states and actions in continuous environments. IEEE Transactions on Autonomous Mental Development (TAMD), 4(1):70-86, 2012.
O. Deutsch, E. Antelman, T. Peli, J. Irvine, S. Chaudhuri, B. Raj, R. Stern, R. Singh, B. Ramakrishnan, S. Guler, A. Morde, X. Ma, I. Pushee, T.R. Coffman, A. DiPietro, T. Kanarski, E. McDermind, “Semantic content analysis for multi-media extraction and retrieval (SCAMMER),” Proc. TREC Video Retrieval Evaluation (TRECVID) Workshop, Gaithersburg, MD, Dec 5-7, 2011.
C.T. Cheng, E. McDermid, and I. Suzuki. “Center Stable Matchings and Centers of Cover Graphs of Distributive Lattices.” The 38th International Colloquium on Automata, Languages and Programming (ICALP 2011): (1) 678-689. 2011.
C.T. Cheng, E. McDermid, and I. Suzuki. “Planarization and Acyclic Colorings of Subcubic Claw-Free Graphs.” 37th International Workshop on Graph-Theoretic Concepts in Computer Science (WG 2011) 107-118. 2011.
I. Frolow. “Conflict, Defense, and Security,” panel member at the System Dynamics Society Conference, Washington, DC, July 2011.
I. Frolow. “National Stability Model,” presentations at the 79th Military Operations Research Society Symposium, Naval Postgraduate School, Monterey, CA, June 2011.
F.R. Chang. “Securing cyberspace: A national priority.” Greater San Antonio Chamber of Commerce, Third Annual Cybersecurity Caucus Summit, San Antonio, TX. 2011.