Journal Articles

• A. AlEroud, G. Karabatis. “Queryable Semantics to Detect Cyber-attacks: A Flow-based Detection Approach”. IEEE Transactions on System, Man, and Cybernetics: Systems. IEEE Press. Volume: 48, Issue: 2, pp. 207-223. January 2018, (online Sept 2016).
• A. AlEroud, G. Karabatis. “Contextual Information Fusion for Intrusion Detection: a Survey and Taxonomy”. Knowledge and Information Systems, Springer. Volume 52. Number 3. pp: 563-619. September 2017.
• R. Tambe, G. Karabatis, V. Janeja. “Context Aware Discovery in Web Data through Anomaly Detection” International Journal on Web Engineering and Technology. Inderscience Publishers. Volume 10. 2015.
• A. AlEroud, G. Karabatis, P. Sharma, P. He. “Context and Semantics for Detection of Cyber-Attacks” International Journal of Information and Computer Security. Inderscience Publishers. Volume 6, Number 1, pp.63-92.  March 2014.
• A. AlEroud and G. Karabatis. “Discovering Unknown Cyber Attacks using Contextual Misuse and Anomaly Detection” Academy of Science and Engineering Science Journal. Volume 1, Number 3, December 2012, pp. 106-120
• P. Chaovalit, A. Gangopadhyay, G. Karabatis, Z. Chen “Discrete Wavelet Transform-based Time Series Analysis and Mining” ACM Computing Surveys, Volume 43, Number 2, Article 6, January 2011, pp. 6:1-6:37
• G. Karabatis, Z.  Chen, V. Janeja, T. Lobo, M. Advani, M. Lindvall, R.L. Feldmann “Using Semantic Networks and Context in Search for Relevant Software Engineering Artifacts” Journal on Data Semantics, Volume XIV, Lecture Notes in Computer Science LNCS 5880, Springer-Verlag, 2009, pp. 74-104
• G. Karabatis “Nested Transaction Models”  Encyclopedia of  Database Systems, L. Liu, T. Ozsu, editors, Springer-Verlag, New York, NY, 2009, pp. 716-721
• G. Karabatis “Polytransactions”  Encyclopedia of  Database Systems, L. Liu, T. Ozsu, editors, Springer-Verlag, New York, NY, 2009, pg. 732
• G. Karabatis “Split Transactions”  Encyclopedia of  Database Systems, L. Liu, T. Ozsu, editors, Springer-Verlag, New York, NY, 2009, pg. 725
• N. Kumar, A. Gangopadhyay, G. Karabatis, S. Bapna, Z. Chen  “Measuring Interestingness of Discovered Skewed Patterns in Data Cubes,” Decision Support Systems, Elsevier, Cambridge, MA, Volume 46, available online September 2008,  pp. 429-439, doi:10.1016/j.dss.2008.08.003
• Z. Chen, A. Gangopadhyay, G. Karabatis, S. Holden, M. McGuire “Semantic Integration of Government Data for Water Quality Management,” Journal of Government Information Quarterly – Special Issue on Information Integration, Elsevier, Cambridge, MA, Volume 24, Issue 4, October 2007, pp. 716-735
• Z. Chen, A. Gangopadhyay, G. Karabatis, M. McGuire, C. Welty. “Semantic Integration and Knowledge Discovery for Environmental Research”, Journal of Database Management, IDEA Group, Hershey, PA, Volume 18, Number 1, January-March 2007, pp. 43-68
• N. Kumar, A. Gangopadhyay, G. Karabatis. “Supporting Mobile Decision Making with Association Rules and Multi-layered Caching”, Journal of Decision Support Systems, Elsevier, Cambridge, MA, Volume 43, Number 1, February 2007, pp. 16-30, available online, 27 June 2005
• G. Karabatis. “Using Context in Semantic Data Integration”, Journal of Interoperability in Business Information Systems, Volume 1, Number 3, December 2006, pp. 9-21
• N. Kumar, A. Gangopadhyay, G. Karabatis, S. Bapna, Z. Chen. “Navigation Rules for Exploring Large Multidimensional Data Cubes”, Journal of Data Warehousing and Mining,  IDEA Group, Hershey, PA, Volume 2, Number 4, October-December 2006, pp. 27-48
• A. Umar, G. Karabatis, L. Ness, B. Horowitz and A. Elmagarmid, "Enterprise Data Quality: A Pragmatic Approach," Journal of Information Systems Frontiers, Kluwer, Dordrecht, The Netherlands, Volume 1, Number 3, October 1999, pp. 279-301
• D. Georgakopoulos, G. Karabatis, and S. Gantimahapatruni, "Specification and Management of Interdependent Data in Operational Systems and Data Warehouses," Distributed and Parallel Databases, An International Journal, Kluwer, Dordrecht, The Netherlands, Volume 5, Number 2, April 1997, pp. 121-166
• M. Rusinkiewicz, A. Sheth, and G. Karabatis, "Specifying Interdatabase Dependencies in a Multidatabase Environment", IEEE Computer,  IEEE Computer Society Press, Los Alamitos, CA, Volume 24, Number 12, December 1991, pp. 46-53

Books and Chapters

• I. Alsmadi, G. Karabatis, A. AlEroud, (Editors) “Information Fusion for Cyber-Security Analytics” Springer International Publishing, isbn: 978-3-319-44257-0, 2016.
• G. Karabatis, M. Rusinkiewicz, and A. Sheth, "Interdependent Database Systems," Management of Heterogeneous and Autonomous Database Systems, Morgan-Kaufmann, San Francisco, CA, 1999, pp. 217-252
• G. Karabatis, M. Rusinkiewicz, and A. Sheth, "Correctness and Enforcement of Multidatabase Interdependencies," Advanced Database Systems, N. Adam and B. Bhargava (editors), Lecture Notes in Computer Science No. 759, Springer-Verlag, New York, NY, 1993, pp. 337-358
• M. Rusinkiewicz, A. Sheth, and G. Karabatis, "Using Polytransactions to Manage Interdependent Data," Database Transaction Models for Advanced Applications, A. Elmagarmid (editor), Morgan-Kaufmann, San Francisco, CA, 1992, pp. 555-581

Conference Proceedings

• A. AlEroud, G. Karabatis. “SDN-GAN: Generative Adversarial Deep NNs for Syn-thesizing Cyber Attacks on Software Defined Networks”. International Workshop on Security via Analytics and Applications (SIANA). Part of 2019 OTM Conferences, Rhodes, Greece. Lecture Notes in Computer Science. Springer. October 2019.
• S. Johnson, G. Karabatis. “A Contextual Driven Approach to Risk Event Tagging”. International Workshop on Security via Analytics and Applications (SIANA). Part of 2019 OTM Conferences, Rhodes, Greece. Lecture Notes in Computer Science. Springer. October 2019.
• M. Pillai, G. Karabatis. "Enhancing spatial query results using semantics and multiplex networks". International Workshop on Heterogeneous Networks Analysis and Mining. Los Angeles, CA, February 2018.
• F. Cheirdari, G. Karabatis. Analyzing False Positive Source Code Vulnerabilities Using Static Analysis Tools. IEEE International Conference on Big Data (Big Data) (pp. 4782-4788) December 2018.
• S. Pallaprolu, R. Sankineni, M. Thevar, G. Karabatis, J. Wang. “Zero-Day Attack Identification in Streaming Data Using Semantics and Spark”. BigData Congress, Hawaii, USA. 2017
• A. Aleroud, G. Karabatis. “Methods and techniques to identify security incidents using domain knowledge and contextual information”. IFIP/IEEE Symposium on Integrated Network and Service Management (IM). (pp 1040-1045). Lisbon, Portugal. 2017
• F. Cheirdari, G. Karabatis. “On the Verification of Software Vulnerabilities during Static Code Analysis using Data Mining Techniques.” In: Panetto H. et al. (eds) On the Move to Meaningful Internet Systems. OTM 2017 Conferences. OTM 2017. Lecture Notes in Computer Science, vol 10574. Springer, Cham
• S. Johnson, G. Karabatis. “Scalable Semantically Driven Decision Trees for Crime Data.” Proceedings of the 11th Conference on Semantic Technology for Intelligence, Defense, and Security. November 2016.
• A. Aleroud, Z. Chen, G. Karabatis. Network traffic Anonymization Using a Prefix- Preserving Condensation-based Technique (pp. 934-942). OTM Confederated International Conferences On the Move to Meaningful Internet Systems. Cloud and Trusted Computing. Rhodes, Greece. Springer. October 2016.
• M. Pillai, G. Karabatis. “Using Multiplex Networks to Model Cybersecurity Attack Profiles”. OTM Confederated International Conferences On the Move to Meaningful Internet Systems. Cloud and Trusted Computing. Rhodes, Greece. Springer. October 2016.
• G. Karabatis, J. Wang and A. Aleroud. "Towards Adaptive Big Data Cyber-attack Detection via Semantic Link Networks" Proceedings on Workshop on Mission Critical Big Data Analytics (MCBDA 2016), Springer. May 2016, Prairie View, TX, USA.
• A. AlEroud, G. Karabatis. "Beyond Data: Contextual Information Fusion for Cyber Security Analytics" Proceedings of International ACM Symposium on Applied Computing (ACM-SAC 2016), ACM Press. April 2016, Pisa, Italy.
• T. Ding, A. AlEroud, and G. Karabatis. “Multi-granular Aggregation of Network Flows for Security Analysis” IEEE Int’l Conference on Intelligence and Security Informatics (ISI 2015), 27-29 May, 2015. Baltimore, MD.
• A. AlEroud and G. Karabatis. “Context Infusion in Semantic Link Networks to Detect Cyber-attacks: A Flow-based Detection Approach” IEEE International Conference on Semantic Computing (ICSC 2014), pp. 175-182, 16-18 June, 2014, Newport Beach, CA doi: 10.1109/ICSC.2014.29
• A. AlEroud and G. Karabatis. “Detecting Zero-day Attacks Using Contextual Relations” International Conference on Knowledge Management for Organizations (KMO 2014), Santiago, Chile, pp. 373-385. 2-5 September, 2014.
• A. AlEroud, and G. Karabatis. "Toward Zero-Day Attack Identification Using Linear Data Transformation Techniques," Software Security and Reliability (SERE), 2013 IEEE 7th International Conference on, pp.159-168, 18-20 June 2013 doi: 10.1109/SERE.2013.16
• A. AlEroud and G. Karabatis, “A Contextual Anomaly Detection Approach to Discover Zero-Day Attacks” Proceedings of ASE International Conference on Cyber-Security. IEEE CS Press. Academy of Science and Engineering. Washington DC. December 14-16, 2012.
• P. He, L. Zhou, and G. Karabatis, "Using Domain Knowledge to Facilitate Cyber Security Analysis". AMCIS 2012 Conference Proceedings, Seattle, WA, August, 2012
• P. He and G. Karabatis. "Using Semantic Networks to Counter Cyber Threats" IEEE International Conference on Intelligence and Security Informatics (ISI), Extended Abstract, Arlington, VA, June 11-14, 2012. doi: 10.1109/ISI.2012.6284294
• A. AlEroud, G. Karabatis, “A System for Cyber Attack Detection Using Contextual Semantics” International Conference on Knowledge Management, Services and Cloud Computing (KMO 2012), Springer, Advances in Intelligent Systems and Computing. Volume 172, Salamanca, Spain, July 2012, pp 431-442
• M. Lindvall, R. L. Feldmann, G. Karabatis, Z. Chen, V.P. Janeja, “Searching for Relevant Software Engineering Artifacts using Semantic Networks” ACM Symposium on Applied Computing, ACM Press, Honolulu, HI, March 2009, pp. 496-500
• A. Sherman, A. Gangopadhyay, S. Holden, G. Karabatis, A. Koru, C. Law, D. Norris, J. Pinkston, A. Sears, and D. Zhang, "An Examination of Vote Verification Technologies: Findings and Experiences from the Maryland Study" in Proceedings from the 2006 USENIX/ACCURATE Electronic Voting Technology Workshop, August 1, 2006, Vancouver, B.C., Canada
• D. Zhang, G. Karabatis, Z. Chen, B. Adipat, L. Dai, Z. Zhang “Personalization and Visualization on Handheld Devices”, ACM Symposium on Applied Computing, ACM Press, Dijon, France, April 2006, pp. 1008-1012
• G. Karabatis, and S. Thatte, "Workflow Technologies for Information Distribution," Proceedings of 1st ATIRP Annual Conference, College Park, MD, January 1997, pp. 283-287
• A. Sheth, and G. Karabatis, "Multidatabase Interdependencies in Industry," Proceedings of the ACM-SIGMOD Conference, ACM Press, Washington DC, May 1993, pp. 483-486
• G. Karabatis, and S. Gantimahapatruni, "Enforcing Data Dependencies in Cooperative Information Systems," Proceedings of the International Conference on Intelligent and Cooperative Information Systems, IEEE Computer Society Press, Rotterdam, The Netherlands, May 1993, pp. 332-341
• Y. Halabi, G. Karabatis, et. al, "Narada: An Environment for Specification and Execution of Multi-System Applications," Proceedings of the Second International Conference on Systems Integration, Morristown, NJ, June 1992, pp. 680-690
• G. Karabatis and A. Sheth "Specifying Interdependent Data: A Case Study at Bellcore," Annual Review of Communications, International Engineering Consortium, Chicago IL, December 1992, pp. 928-937
• G. Karabatis, et. al, "Query Processing in a Heterogeneous Multidatabase Environment," First Annual IEEE Symposium on Parallel and Distributed Processing, IEEE Computer Society Press, Dallas, May 1989, pp. 162-169

Other

• A. AlEroud, G. Karabatis. “Cyber Attack Detection Using Conceptual Semantics” Moving Target Research National Symposium, Poster presentation, Annapolis, MD, June 2012
• M. Rusinkiewicz, G. Karabatis, et. al., "Omnibase: Design and Implementation of a Multidatabase System'' Distributed Processing Technical Committee Newsletter, IEEE Computer Society Press, Los Alamitos, CA, Volume 10, Number 2, November 1988, pp. 20-28