Refereed Journal Publications

Block, Jeremy E., Shaghayegh Esmaeili, Eric D. Ragan, John R. Goodall, G. David Richardson. "The Influence of Visual Provenance Representations on Strategies in a Collaborative Hand-off Data Analysis Scenario." IEEE Transactions on Visualization and Computer Graphics 29(1), 2022, 1113-1123.

Steed, Chad A., John R. Goodall, Junghoon Chae, Artem Trofimov. "CrossVis: A Visual Analytics System for Exploring Heterogeneous Multivariate Data with Applications to Materials and Climate Sciences." Computers & Graphics 3(200013), 2020.

Goodall, John R., Eric D. Ragan, Chad A. Steed, Joel W. Reed, G. David Richardson, Kelly M.T. Huffer, Robert A. Bridges, and Jason A. Laska. "Situ: Identifying and Explaining Suspicious Behavior in Networks." IEEE Transactions on Visualization and Computer Graphics 25(1), 2019, 204-214. video preview.

Czejdo, Bogdan, Erik M. Ferragut, John R. Goodall, and Jason Laska. "Data warehouse for event streams violating rules." Foundations of Computing and Decision Sciences 38(2), 2013, 87–96.

Czejdo, Bogdan D., Erik M. Ferragut, John R. Goodall, and Jason Laska. "Network Intrusion Detection and Visualization Using Aggregations in a Cyber Security Data Warehouse." International Journal of Communications, Network and System Sciences 5(9a), Scientific Research Publishing Inc., 2012, 593–602.

Goodall, John R. "An Evaluation of Visual and Textual Network Analysis Tools." Information Visualization 10(2), SAGE Publications, 2011, 145-157.

Goodall, John R., Wayne G. Lutters, and Anita Komlodi. "Developing Expertise for Network Intrusion Detection." Information Technology & People 22(2), Emerald Group Publishing Limited, 2009, 92-108.

Goodall, John R., Wayne G. Lutters, and Anita Komlodi. "Supporting Intrusion Detection Work Practice." Journal of Information System Security 5(2), The Information Institute, 2009, 43-74.

D'Amico, Anita D., John R. Goodall, Daniel R. Tesone, and Jason K. Kopylec. "Visual Discovery in Computer Network Defense." IEEE Computer Graphics & Applications 27(5), IEEE Press, 2007, 20-27.

Goodall, John R., Wayne G. Lutters, Penny Rheingans, and Anita Komlodi. "Focusing on Context in Network Traffic Analysis." IEEE Computer Graphics & Applications 26(2), IEEE Press, 2006, 72-80.

Refereed Conference Publications

Ragan, Eric, Andrew Pachuilo, John R. Goodall, and Felipe Bacim. "Preserving Contextual Awareness during Selection of Moving Targets in Animated Stream Visualizations." Proceedings of International Conference on Advanced Visual Interfaces (AVI), 2020. Honorable Mention Award

Ragan, Eric, Andrew Stamps, and John R. Goodall. "Empirical Study of Focus-Plus-Context and Aggregation Techniques for the Visualization of Streaming Data." Proceedings of International Conference on Advanced Visual Interfaces (AVI), 2020.

Oesch, Sean, Robert Bridges, Jared Smith, Justin Beaver, John Goodall, Kelly Huffer, Craig Miles, and Dan Scofield. "An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center." 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), 2020, 634-641.

Chae, Junghoon, Chad A Steed, John R. Goodall, and Steven Hahn. "Dynamic Color Mapping with a Multi-scale Histogram: A Design Study with Physical Scientists." Visualization and Data Analysis, Society for Imaging Sciences and Technology, 2019, 680-1-680-13.

Bridges, Robert A., Kelly M. T. Huffer, Corinne L. Jones, Michael D. Iannacone and John R. Goodall. "Cybersecurity Automated Information Extraction Techniques: Drawbacks of Current Methods, and Enhanced Extractors." IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE Press, 2017, 437-442.

Harshaw, Christopher H., Robert A. Bridges, Michael D. Iannacone, Joel W. Reed, and John R. Goodall. "GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection." Proceedings of the 11th Annual Cyber and Information Security Research Conference (CISR). ACM International Conference Proceedings Series, 2016.

Ragan, Eric D., John R. Goodall, Albert Tung. "Evaluating How Level of Detail of Visual History Affects Process Memory." Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI), ACM Press, 2015, 2711-2720.

Jones, Corinne L., Robert A. Bridges, Kelly M. T. Huffer, and John R. Goodall. "Towards a Relation Extraction Framework for Cyber-Security Concepts." Proceedings of the 10th Annual Cyber and Information Security Research Conference (CISR). ACM International Conference Proceedings Series, 2015.

Iannacone, Michael, Shawn Bohn, Grant Nakamura, John Gerth, Kelly Huffer, Robert Bridges, Erik Ferragut, and John R. Goodall. Developing an Ontology for Cyber Security Knowledge Graphs. Proceedings of the 10th Annual Cyber and Information Security Research Conference (CISR). ACM International Conference Proceedings Series, 2015.

Ragan, Eric and John R. Goodall. Evaluation Methodology for Comparing Memory and Communication of Analytic Processes in Visual Analytics, Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization (BELIV). ACM Press, 2014, 27-34.

Bridges, Robert A., Corinne L. Jones, Michael D. Iannacone, Kelly M. Testa, John R. Goodall. "Automatic Labeling for Entity Extraction in Cyber Security." ASE Third International Conference on Cyber Security, Academy of Science and Engineering (ASE), 2014.

Czejdo, Bogdan, Michael D. Iannacone, Robert A. Bridges, Erik M. Ferragut, and John R. Goodall. "Integration of External Data Sources with Cyber Security Data Warehouse." Proceedings of the 9th Annual Cyber and Information Security Research Conference. ACM International Conference Proceedings Series, 2014, 49-52.

McNeil, Nikki, Robert A. Bridges, Michael D. Iannacone, Bogdan Czejdo, Nicolas E. Perez, and John R. Goodall. "PACE: Pattern Accurate Computationally Efficient Bootstrapping for Timely Discovery of Cyber-Security Concepts." International Conference on Machine Learning and Applications (ICMLA). IEEE Press, 2013, 60-65.

Harrison, Lane, Riley Spahn, Mike Iannacone, Evan Downing, and John R. Goodall. "NV: Nessus vulnerability visualization for the web." Proceedings of the Symposium on Visualization for Cyber Security (VizSec). ACM International Conference Proceedings Series, 2012, 25-32.

Goodall, John R., Hassan Radwan and Lenny Halseth. "Visual Analysis of Code Security." Proceedings of the Symposium on Visualization for Computer Security (VizSec), ACM International Conference Proceedings Series, 2010, 46-51.

D'Amico, Anita, Laurin Buchanan, John R. Goodall and Paul Walczak. "Mission Impact of Cyber Events: Scenarios and Ontology to Express the Relationships Between Cyber Assets, Missions and Users." Proceedings of the 5th International Conference on Information Warfare and Security (ICIW), Thomson Reuters ISI, 2010, 388-397.

Goodall, John R., Anita D. D'Amico and Jason K. Kopylec. "Camus: Automatically Mapping Cyber Assets to Missions and Users." Proceedings of the Military Communications Conference (MILCOM), IEEE Press, 2009.

Goodall, John R. "Visualization is Better! A Comparative Evaluation." Proceedings of the Workshop on Visualization for Computer Security (VizSec), IEEE Press, 2009, 57-68.

Goodall, John R. and Mark Sowul. "VIAssist: Visual Analytics for Cyber Defense." Proceedings of the IEEE International Conference on Technologies for Homeland Security (HST), IEEE Press, 2009, 143-150.

Goodall, John R. and Daniel T. Tesone. "Visual Analytics for Network Flow Analysis." Proceedings of the Cybersecurity Applications & Technology Conference For Homeland Security (CATCH), IEEE Press, 2009, 199-204.

Prole, Kenneth, John R. Goodall, Anita D. D'Amico, and Jason K. Kopylec. "Wireless Cyber Assets Discovery Visualization." Proceedings of the Workshop on Visualization for Computer Security (VizSec), Springer LNCS, 2008, 136-143.

Tesone, Daniel T. and John R. Goodall. "Balancing Interactive Data Management of Massive Data with Situational Awareness through Smart Aggregation." Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST), IEEE Press, 2007, 67-74.

Goodall, John R., Wayne G. Lutters, Penny Rheingans, and Anita Komlodi. "Preserving the Big Picture: Visual Network Traffic Analysis with TNV." Proceedings of the Workshop on Visualization for Computer Security (VizSec), IEEE Press, 2005, 47-54.

Komlodi, Anita, Penny Rheingans, Utkarsha Ayachit, John R. Goodall, and Amit Joshi. "A User-Centered Look at Glyph-Based Security Visualization." Proceedings of the Workshop on Visualization for Computer Security (VizSec), IEEE Press, 2005, 21-28.

Goodall, John R. "User Requirements and Design of a Visualization for Intrusion Detection Analysis." Proceedings of the IEEE SMC Information Assurance Workshop (IAW), IEEE Press, 2005, 394-401.

Goodall, John R., A. Ant Ozok, Wayne G. Lutters, Penny Rheingans, and Anita Komlodi. "A User-Centered Approach to Visualizing Network Traffic for Intrusion Detection." Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI), ACM Press, 2005, 1403-1406.

Goodall, John R., Wayne G. Lutters, and Anita Komlodi. "I Know My Network: Collaboration and Expertise in Intrusion Detection." Proceedings of the ACM Conference on Computer-Supported Cooperative Work (CSCW), ACM Press, 2004, 342-345.

Goodall, John R., Wayne G. Lutters, and Anita Komlodi. "The Work of Intrusion Detection: Rethinking the Role of Security Analysts." Proceedings of the Americas Conference on Information Systems (AMCIS), AIS Press, 2004, 1421-1427.

Komlodi, Anita, John R. Goodall, and Wayne G. Lutters. "An Information Visualization Framework for Intrusion Detection." Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI), ACM Press, 2004, 1743-1746.

Books

Goodall, John R., Gregory Conti, and Kwan-Liu Ma (eds.). Visualization for Computer Security: 5th International Workshop, VizSec 2008. Springer Lecture Notes in Computer Science Series, Berlin, 2008.

Goodall, John R., Gregory Conti, and Kwan-Liu Ma (eds.). VizSec 2007: Proceedings of the Workshop on Visualization for Computer Security. Springer, Berlin, 2008.

Book Chapters

Goodall, John R. "Introduction to Visualization for Computer Security." In John R. Goodall, Gregory Conti, and Kwan-Liu Ma (eds.), VizSec 2007: Proceedings of the Workshop on Visualization for Computer Security. Springer, Berlin, 2008, 1-17.

Kopylec, Jason K., Anita D. D'Amico, and John R. Goodall. "Visualizing Cascading Failures in Critical Cyber Infrastructure." In Eric Goetz and Sujeet Shenoi (eds.), Critical Infrastructure Protection. Springer, Boston, MA, 2007, 351-366.

Panels, Workshops and Presentations

Bridges, Robert A., Maria A. Vincent, Kelly M. Huffer, John R. Goodall, Jessie D. Jamieson, and Zachary Burch. "Forming IDEAS Interactive Data Exploration & Analysis System." 4th Workshop on Security Information Workers, 2018.

Nichols, Laurence and John R. Goodall. "Log Monitoring and Anomaly Detection at Scale at ORNL." NLIT Summit, May 23 2018.

Steed, Chad A., Junghoon Chae, John R. Goodall, and Steven Hahn. "Improving Scientific Data Analysis Through Multi-touch Enabled Interactive Data Visualization With Applications to Neutron Science." Workshop on Immersive Analytics, 2017.

Nichols, Laurence and John R. Goodall. "Situ: Discovering Suspicious Behavior." Elasticsearch Federal User Group meeting, August 16 2017.

Pachuilo, A., Eric Ragan, and John R. Goodall. "Leveraging Interaction History for Intelligent Configuration of Multiple Coordinated Views in Visualization Tools," Logging Interactive Visualizations and Visualizing Interaction Logs Workshop at IEEE VIS, 2016. paper

Goodall, John R. "Situ: Discovering Suspicious Behavior in Cyber Security," Invited Talk. DHS S&T Cyber Security Division 2016 R&D Showcase, Washington, D.C., February 17 2016. video

Goodall, John R. "Stucco: Situation and Threat Understanding by Correlating Contextual Observations." Invited Talk, National (Dutch) Cyber Security Research Agenda Symposium, The Hague, Netherlands, June 2 2014.

Harrison, Lane, Jason Laska, Riley Spahn, Mike Iannacone, Evan Downing, Erik M. Ferragut, and John R. Goodall. "situ: Situational Understanding and Discovery for Cyber Attacks." VAST Challenge entry. IEEE Symposium on Visual Analytics Science and Technology (VAST), Seattle, WA, October 2012.

Steed, Chad, Thomas Potak, Robert Patton, John R. Goodall, Christopher Maness, and James Senter. "Interactive Visual Analysis of High Throughput Text Streams." Poster & Presentation. 2nd IEEE Workshop on Interactive Visual Text Analytics, Seattle, WA, October 15, 2012.

Goodall, John R. "Visualization for Text Analysis." Keynote. Text Mining 2011, Mesa AZ, April 30, 2011.

Goodall, John R. "Visualization for Cyber Security." Panel: Visual analytics for the security sector. Visual Analytics Community Consortium Meeting, College Park MD, August 31-September 1, 2010.

Goodall, John R. "VIAssist: Visual Analytics for Cyber Defense." Panel: DHS Science & Technology Emerging Technologies. GFIRST National Conference, Atlanta GA, August 23-28, 2009.

Goodall, John R. "Information Visualization." Panel: Visualization for Cyber Security. USSS Global Cyber Security Conference, Washington DC, August 4-6, 2009.

Goodall, John R. and Jason K. Kopylec. "VIAssist: Visual Analytics for NetFlow Data." FloCon, Scottsdale AZ, January 12-15, 2009.

Goodall, John R. "Visualizing Network Traffic for Intrusion Detection." Doctoral Symposium, Proceedings of the ACM Conference on Designing Interactive Systems (DIS), ACM Press, 2006, 363-364.

Goodall, John R., Anita Komlodi, and Wayne G. Lutters. "Information Visualization for Intrusion Detection Analysis: A Needs Assessment of Systems and Network Security Experts." Workshop on Statistical and Machine Learning Techniques in Computer Intrusion Detection, Fairfax VA, September 24-26, 2003.

Dissertation

Goodall, John R. "Defending the Network: Visualizing Network Packets for Intrusion Detection Analysis." Ph.D. Dissertation, University of Maryland, Baltimore County (UMBC), 2006.