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Fundamental and Computational Sciences Directorate

Staff information

Tom Carroll

Cyber Security Researcher
Pacific Northwest National Laboratory
PO Box 999
MSIN: J4-45
Richland, WA 99352

PNNL Publications


  • Chikkagoudar S, S Chatterjee, DG Thomas, TE Carroll, and G Muller. 2017. "Machine Learning." Chapter 6 in Research Methods for Cyber Security, ed. TW Edgar and DO Manz, pp. 153-173.  Syngress, CAMBRIDGE, MA.  doi:10.1016/B978-0-12-805349-2.00006-6


  • Fink GA, DV Zarzhitsky, TE Carroll, and ED Farquhar. 2015. "Security and Privacy Grand Challenges for the Internet of Things." In International Conference on Collaboration Technologies and Systems (CTS 2015), June 1-5, 2015, Atlanta, Georgia, pp. 27-34.  IEEE, Piscataway, NJ.  doi:10.1109/CTS.2015.7210391
  • Carroll TE, S Chikkagoudar, and KM Arthur-Durett. 2015. "Impact of Network Activity Levels on the Performance of Passive Network Service Dependency Discovery." In IEEE Military Communications Conference (MILCOM 2015), October 26-28, 2015 Tampa, Florida, pp. 1341-1347.  IEEE, Piscataway, NJ.  doi:10.1109/MILCOM.2015.7357631
  • Hao H, A Somani, J Lian, and TE Carroll. 2015. "Generalized Aggregation and Coordination of Residential Loads in a Smart Community." In IEEE International Conference on Smart Grid Communications (SmartGridComm 2015), November 2-5, 2015, Miami, Florida, pp. 67-72.  IEEE, Piscataway, NJ.  doi:10.1109/SmartGridComm.2015.7436278
  • Oehmen CS, TE Carroll, PR Paulson, DM Best, CF Noonan, SR Thompson, JL Jensen, GA Fink, and ES Peterson. 2015. "Behavior-dependent Routing: Responding to Anomalies with Automated Low-cost Measures." In SafeConfig 2015: Proceedings of the 2015 Workshop on Automated Decision Making for Active Cyber Defense, October 12-16, 2015, Denver, Colorado, pp. 55-58.  Association for Computing Machinery, New York, NY.  doi:10.1145/2809826.2809835
  • Sun Y, A Somani, and TE Carroll. 2015. "Learning Based Bidding Strategy for HVAC Systems in Double Auction Retail Energy Markets." In Proceedings of the American Control Conference (ACC), July 1-3, 2015, Chicago, Illinois, pp. 2912-2917.  IEEE, Piscataway, NJ.  doi:10.1109/ACC.2015.7171177


  • Carroll TE, MB Crouse, EW Fulp, and KS Berenhaut. 2014. "Analysis of Network Address Shuffling as a Moving Target Defense." In 2014 IEEE International Conference on Communications, June 10-14, 2014, Sydney, Australia, pp. 701-706.  IEEE, Piscataway, NJ.  doi:10.1109/ICC.2014.6883401
  • Carroll TE, FL Greitzer, and AD Roberts. 2014. "Security Informatics Research Challenges for Mitigating Cyber Friendly Fire." Security Informatics 3:Article No. 3.  doi:10.1186/s13388-014-0013-5
  • Olama MM, SM Killough, T Kuruganti, and TE Carroll. 2014. "Design, Implementation, and Evaluation of a Hybrid DS/FFH Spread-Spectrum Radio Transceiver." In IEEE Military Communications Conference (MILCOMM 2014), October 6-8, 2014, Baltimore, Maryland, pp. 1368-1373.  IEEE, Piscataway, NJ.  doi:10.1109/MILCOM.2014.227


  • Greitzer FL, TE Carroll, and AD Roberts. 2013. "Cyber Friendly Fire: Research Challenges for Security Informatics." In IEEE International Conference on Intelligence and Security Informatics (ISI), June 4-7, 2013, Seattle, Washington, pp. 94-99.  IEEE, Piscataway, NJ.  doi:10.1109/ISI.2013.6578794


  • Carroll TE, DO Manz, TW Edgar, and FL Greitzer. 2012. "Realizing Scientific Methods for Cyber Security." In LASER '12: Proceedings of the 2012 Workshop on Learning from Authoritative Security Experiment Results, July 18-19, 2012, Arlington, Virginia, pp. 19-24.  Association for Computing Machinery, New York.  doi:10.1145/2379616.2379619
  • Edgar TW, DO Manz, and TE Carroll. 2012. "Towards an Experimental Testbed Facility for Cyber-Physical Security Research." In Proceedings of the 7th Annual Workshop onCyber Security and Information Intelligence Research (CSIIRW 2011), October 12-14, 2011, Oak Ridge, Tennessee, ed. FT Sheldon, R Abercrombie and A Krings, p. Article No. 53.  Association for Computing Machinery, New York, NY.  doi:10.1145/2179298.2179357


  • Carroll TE, and D Grosu. 2011. "A Game Theoretic Investigation of Deception in Network Security." Security and Communication Networks 4(10):1162-1172.  doi:10.1002/sec.242
  • Clements SL, TE Carroll, and MD Hadley. 2011. Home Area Networks and the Smart GridPNNL-20374, Pacific Northwest National Laboratory, Richland, WA. 
  • Paulson PR, TE Carroll, C Sivaraman, PA Neorr, SD Unwin, and SS Hossain. 2011. "Simplifying Probability Elicitation and Uncertainty Modeling in Bayesian Networks." In Proceedings of the 22nd Midwest Artificial Intelligence and Cognitive Science Conference (MAICS 2011), April 16-17, 2011, Cincinnati, OH, ed. S Visa, A Inoue and AL Ralescu, pp. 114-119.  Omnipress, Madison, WI. 


  • Carroll TE, and D Grosu. 2010. "Incentive Compatible Online Scheduling of Malleable Parallel Jobs with Individual Deadlines." In 39th International Conference on Parallel Processing (ICPP-2010), pp. 516 - 524.  IEEE Computer Society, Los Alamitos, CA.  doi:10.1109/ICPP.2010.60


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