UC Spark

Dr Dong Seong Kim

Computer Science and Software Engineering

Fields of Research

  • Computer and Network Security
  • Wireless Ad hoc and Sensor Networks
  • Cloud computing
  • Analytic modeling and Simulation
  • Fault tolerant computing

Researcher Summary

Research interests include: Dependable and Secure systems, Computer and Network Security and Privacy, Wireless Ad hoc and Sensor Networks, Virtualizated Data Center, Dependability and Security for Cloud computing and Critical Infrastructure (Smart Grid).

Subject Area: Disciplines

Future Research

  • Security and survivability for critical infrastructure (cyber physical systems, e.g., smart grid)
  • Security and Dependability of Cloud computing and Data centers
  • Security of wireless ad hoc and sensor networks
  • Security for LTE and future Internet
  • Intrusion Prevention, Detection, Tolerance and Response
  • Security modeling and Analysis

Affiliations

Research Service

  • Technical program committee member: International Conference on Dependability (DEPEND) 2011-2013 (2011-2013)
  • Technical program committee member: Technical ICC 2011 Communication and Information System Security Symposium (ICC'11 CISS) (2011)
  • Technical program committee member: International Conference on Wireless Communications, Networking and Information Security (WCNIS 2010) (2010)
  • Technical program committee member: International Workshop on Software Aging and Rejuvenation (WoSAR) 2010-2012 (2010-2012)
  • Technical program committee member: IEEE Conference on Local Computer Networks (LCN) 2009-2013 (2009-2013)
  • Technical program committee member: International Conference on Availability, Reliability and Security (ARES) 2009-2013 (2009-present)

Publications


  • Machida, F., Kim, D.S. and Trivedi, K.S. (2013) Modeling and analysis of software rejuvenation in a server virtualized system with live VM migration. Performance Evaluation 70(3): 212-230. http://dx.doi.org/10.1016/j.peva.2012.09.003. (Journal Article)
  • Kim, T.H., Kim, D.S., Lee, S.M. and Heo, J. (2013) Source Identification of Spoofed DDoS attacks using Image Processing Approach. Journal of Telecommunication Systems (Journal Article)
  • Trivedi, K.S., Kim, D-S. and Ghosh, R. (2013) System availability assessment using stochastic models. Applied Stochastic Models in Business and Industry (early access online) http://dx.doi.org/10.1002/asmb.951. (Journal Article)
  • Ghosh, R., Kim, D.S. and Trivedi, K.S. (2013) System Resiliency Quantification Using Non-state-space and State-space Analytic Models. Reliability Engineering & System Safety http://dx.doi.org/10.1016/j.ress.2012.12.023. (Journal Article)
  • Roy, A., Kim, D.S. and Trivedi, K.S. (2012) Attack countermeasure trees (ACT): Towards unifying the constructs of attack and defense trees. Security and Communication Networks 5(8): 929-943. http://dx.doi.org/10.1002/sec.299. (Journal Article)
  • Lee, S.M., Kim, D.S., Lee, J.H. and Park, J.S. (2012) Detection of DDoS attacks using optimized traffic matrix. Computers & Mathematics with Applications 63(2): 501-510. http://dx.doi.org/10.1016/j.camwa.2011.08.020. (Journal Article)
  • Kim, D.S., Lee, S.M., Kim, T.H. and Park, J.S. (2012) Quantitative intrusion intensity assessment for intrusion detection systems. Security and Communication Networks 5(10): 1199-1208. http://dx.doi.org/10.1002/sec.419. (Journal Article)
  • Kim, D.S., Lee, S.M., Jung, J-H., Kim, T.H., Lee, S. and Park, J.S. (2012) Reliability and availability analysis for an on board computer in a satellite system using standby redundancy and rejuvenation. Journal of Mechanical Science and Technology 26(7): 2059-2063. http://dx.doi.org/10.1007/s12206-012-0512-6. (Journal Article)
  • Roy, A., Kim, D-S. and Trivedi, K. (2012) Scalable Optimal Countermeasure Selection using Implicit Enumeration on Attack Countermeasure Trees. Boston, MA, USA: 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012), 25-28 Jun 2012. (Conference Contribution - Full conference paper)
  • Matos, R., Maciel, P.R.M., Machida, F., Kim, D.S. and Trivedi, K.S. (2012) Sensitivity analysis of server virtualized system availability. IEEE Transactions on Reliability 61(4): 994-1006. http://dx.doi.org/10.1109/TR.2012.2220711. (Journal Article)
  • Trivedi, K.S., Ghosh, R. and Kim, D.S. (2011) An Analytic Approach for Resiliency Quantification of Systems. Beijing, China: The Seventh International Conference on Mathematical Methods in Reliability (MMR2011) - Theory, Methods, and Applications, 20-24 Jun 2011. (Conference Contribution - Paper in published proceedings)
  • Machida, F., Andrade, E., Kim, D.S. and Trivedi, K.S. (2011) Candy: Component-based Availability Modeling Framework for Cloud Service Management Using SysML. Madrid, Spain: 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 5-7 Oct 2011. http://dx.doi.org/10.1109/SRDS.2011.33. (Conference Contribution - Paper in published proceedings)
  • Lee, S.M., Kim, D.S. and Park, J.S. (2011) Cost-Sensitive Spam Detection Using Parameters Optimization and Feature Selection. Journal of Universal Computer Science 17(6): 944-960. http://dx.doi.org/10.3217/jucs-017-06-0944. (Journal Article)
  • Lee, J.H., Kim, D.S., Lee, S.M. and Park, J.S. (2011) DDoS Attacks Detection Using GA Based Optimized Traffic Matrix. Seoul, South Korea: Fifth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2011), 30 Jun-2 Jul 2011. 216-220. http://dx.doi.org/10.1109/IMIS.2011.116. (Conference Contribution - Paper in published proceedings)
  • Maciel, P.R.M., Trivedi, K.S., Matias, R. and Kim, D.S. (2011) Dependability Modeling. In V. Cardellini, E. Casalicchio, K.R.L.J.C. Branco, J.C. Estrella and F.J. Monaco (Ed.), Performance and Dependability in Service Computing: Concepts, Techniques and Research Directions: 53-97. New York: IGI Global. http://dx.doi.org/10.4018/978-1-60960-794-4. (Chapter in Book)
  • Andrade, E.C., Machida, F., Kim, D.S. and Trivedi, K.S. (2011) Modeling and Analyzing Server System with Rejuvenation through SysML and Stochastic Reward Nets. Vienna, Austria: Sixth International Conference on Availability, Reliability and Security (ARES 2011), 22-26 Aug 2011. (Conference Contribution - Paper in published proceedings)
  • Trivedi, K.S., Kim, D.S. and Yin, X. (2011) Multi-State Availability Modeling in Practice. In A. Lisnianski and I. Frenkel (Ed.), Recent Advances in System Reliability: Signature, Multi-state Systems and Statistical Inference: 165-180. Berlin: Springer. http://dx.doi.org/10.1007/978-1-4471-2207-4_12. (Chapter in Book)
  • Kim, J.H., Lee, S.M., Kim, D.S. and Park, J.S. (2011) Performability Analysis of IaaS Cloud. Seoul, South Korea: Fifth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS 2011), 30 Jun-2 Jul 2011. 36-43. http://dx.doi.org/10.1109/IMIS.2011.117. (Conference Contribution - Paper in published proceedings)
  • Trivedi, K.S., Mansharamani, R., Kim, D.S., Grottke, M. and Nambiar, M. (2011) Recovery from Failures due to Mandelbugs in IT Systems. Pasadena, CA, USA: 17th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2011), 12-14 Dec 2011. In Proceedings 224-233. http://dx.doi.org/10.1109/PRDC.2011.34. (Conference Contribution - Paper in published proceedings)
  • Shrestha, S., Kim, D.S., Lee, S.K. and Park, J.S. (2010) A Peer-to-Peer RFID Resolution Framework for Supply Chain Network. Sanya, China: 2nd International Conference on Future Networks (ICFN), 22-24 Jan 2010. In Future Networks, 2010 318-322. http://dx.doi.org/10.1109/ICFN.2010.98. (Conference Contribution - Paper in published proceedings)
  • Roy, A., Kim, D.S. and Trivedi, K.S. (2010) Cyber security analysis using attack countermeasure trees. Oak Ridge, TN, USA: 6th Annual Cyber Security and Information Intelligence Research Workshop (CSIIRW), 21-23 Apr 2010. In Proceedings of the Sixth Annual Workshop on Cyber Security and Information Intelligence Research Article 28. http://dx.doi.org/10.1145/1852666.1852698. (Conference Contribution - Paper in published proceedings)
  • Ghosh, R., Trivedi, K.S., Naik, V. and Kim, D.S. (2010) End-to-End Performability Analysis for Infrastructure-as-a-Service Cloud: An Interacting Stochastic Models Approach. Tokyo, Japan: 16th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC), 13-15 Dec 2010. In 2010 Pacific Rim International Symposium on Dependable Computing 125-132. http://dx.doi.org/10.1109/PRDC.2010.30. (Conference Contribution - Paper in published proceedings)
  • Machida, F., Kim, D.S. and Trivedi, K.S. (2010) Modeling and Analysis of Software Rejuvenation in a Server Virtualized System. San Jose, CA, USA: International Workshop on Software Aging and Rejuvenation (WoSAR) at the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE 2010), 2 Nov 2010. 1-6. http://dx.doi.org/10.1109/WOSAR.2010.5722098. (Conference Contribution - Paper in published proceedings)
  • Lee, S.M., Kim, D.S., Kim, J.H. and Park, J.S. (2010) Spam Detection Using Feature Selection and Parameters Optimization. Krakow, Poland: 2010 International Conference on Complex, Intelligent and Software Intensive Systems (CISIS 2010), 15-18 Feb 2010. 883-888. http://dx.doi.org/10.1109/CISIS.2010.116. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Machida, F. and Trivedi, K.S. (2009) Availability Modeling and Analysis of a Virtualized System. Shanghai, China: 15th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC '09), 16-18 Nov 2009. In Dependable Computing 2009 365-371. (Conference Contribution - Paper in published proceedings)
  • Trivedi, K.S., Kim, D.S., Roy, A. and Medhi, D. (2009) Dependability and Security Models. Washington, DC, USA: 7th International Workshop on the Design of Reliable Communication Networks (DRCN), 25-28 Oct 2009. 11-20. http://dx.doi.org/10.1109/DRCN.2009.5340029. (Conference Contribution - Paper in published proceedings)
  • Kim, T.H., Kim, D.S., Lee, S.M. and Park, J.S. (2009) Detecting DDoS Attacks Using Dispersible Traffic Matrix and Weighted Moving Average. Seoul, Korea: 3rd International Conference on Information Security and Assurance (ISA), 25-27 Jun 2009. In Lecture Notes in Computer Science 5576 290-300. http://dx.doi.org/10.1007/978-3-642-02617-1_30. (Conference Contribution - Paper in published proceedings)
  • Lee, S.M., Kim, D.S., Yoon, Y.H. and Park, J.S. (2009) Quantitative Intrusion Intensity Assessment using Feature Selection and Proximity Metrics. Shanghai, China: 15th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC '09), 16-18 Nov 2009. In Dependendable Computing, 2009 127-134. http://dx.doi.org/10.1109/PRDC.2009.29. (Conference Contribution - Paper in published proceedings)
  • Trivedi, K.S., Kim, D.S. and Ghosh, R. (2009) Resilience in Computers Systems and Networks. San Jose, CA, USA: IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2-5 Nov 2009. In Computer-Aided Design - Digest of Technical Papers, 2009 74-77. (Conference Contribution - Paper in published proceedings)
  • Parvin, S., Kim, D.S., Lee, S.M. and Park, J.S. (2008) Achieving availability and survivability in wireless sensor networks by software rejuvenation. Sorrento, Italy: 4th International Workshop on Security, Privacy and Trust in Pervasive and Ubiquitous Computing, 6 Jul 2008. In Proceedings of SecPerU'08 13-18. http://dx.doi.org/10.1145/1387329.1387332. (Conference Contribution - Paper in published proceedings)
  • Park, J.S., Suh, Y.K., Lee, S., Lee, J-S. and Kim, D.S. (2008) Assessing Vulnerability and Risk of Sensor Networks under Node Compromise. Journal of Information Assurance 7(4) (Journal Article)
  • Kim, D.S. and Park, J.S. (2008) Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization. IEICE Transactions on information and systems E91-D(4): 1050-1057. (Journal Article)
  • Kim, D.S., Azim, M.A. and Park, J.S. (2008) Privacy Preserving Support Vector Machines in Wireless Sensor Networks. Technical University of Catalonia, Barcelona, Spain: Third International Conference on Availability, Reliability and Security (ARES 2008), 4-7 Mar 2008. 1260-1265. http://dx.doi.org/10.1109/ARES.2008.151. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Parvin, S. and Park, J.S. (2008) Software Rejuvenation and Reconfiguration for Enhancing Survivability of Sensor Networks. Okinawa, Japan: 22nd International Conference on Advanced Information Networking and Applications (AINA 2008), 25-28 Mar 2008. In Workshops Proceedings 732-737. http://dx.doi.org/10.1109/WAINA.2008.231. (Conference Contribution - Paper in published proceedings)
  • Machida, F., Kim, D.S., Park, J.S. and Trivedi, K.S. (2008) Toward Optimal Virtual Machine Placement and Rejuvenation Scheduling in a Virtualized Data Center. Seattle/Redmond, WA, USA: International Workshop on Software Aging and Rejuvenation (WoSAR) at the 19th IEEE International Symposium on Software Reliability Engineering (ISSRE 2008), 11 Nov 2008. In Software Reliability Engineering Workshops, 2008 1-3. http://dx.doi.org/10.1109/ISSREW.2008.5355515. (Conference Contribution - Paper in published proceedings)
  • Parvin, S., Kim, D.S. and Park, J.S. (2008) Towards Optimal Software Rejuvenation in Wireless Sensor Networks using Self-Regenerative Components. Busan, Korea: International Conference on Information Security and Assurance (ISA 2008), 24-26 Apr 2008. 295-300. http://dx.doi.org/10.1109/ISA.2008.87. (Conference Contribution - Paper in published proceedings)
  • Lee, S.M., Kim, D.S. and Park, J.S. (2007) A Hybrid Approach for Real-Time Network Intrusion Detection Systems. Harbin, Heilongjiang, China: International Conference on Computational Intelligence and Security (CIS 2007), 15-19 Dec 2007. 712-715. http://dx.doi.org/10.1109/CIS.2007.10. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Sadi, M.G. and Park, J.S. (2007) A Key Revocation Scheme for Mobile Sensor Networks. Niagara Falls, Canada: Frontiers of High Performance Computing and Networking - ISPA 2007 Workshops, 28 Aug-1 Sep 2007. In Lecture Notes in Computer Science 4743 41-49. http://dx.doi.org/10.1007/978-3-540-74767-3_5. (Conference Contribution - Paper in published proceedings)
  • Ren, S.Q., Kim, D.S. and Park, D.S. (2007) A Secure Data Aggregation Scheme for Wireless Sensor Networks. Niagara Falls, Canada: Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, 28 Aug-1 Sep 2007. In Lecture Notes in Computer Science 4743 32-40. http://dx.doi.org/10.1007/978-3-540-74767-3_4. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Shin, T.H. and Park, J.S. (2007) A Security Framework in RFID Multi-domain System. Vienna, Austria: 2nd International Conference on Availability, Reliability and Security (ARES 2007), 10-13 Apr 2007. 1227-1234. http://dx.doi.org/10.1109/ARES.2007.24. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Shin, T-H., Lee, B. and Park, J-S. (2007) Access Control and Authorization for Security of RFID Multi-domain Using SAML and XACML. Guangzhou, China: International Conference on Computational Intelligence and Security (CIS 2006), 3-6 Nov 2006. In Computational Intelligence and Security: Lecture Notes in Computer Science Volume 4456 887-893. http://dx.doi.org/10.1007/978-3-540-74377-4_93. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Yang, J.S. and Park, J.S. (2007) Adaptation Mechanisms for Survivable Sensor Networks against Denial of Service Attack. Vienna, Austria: 2nd International Conference on Availability, Reliability and Security (ARES 2007), 10-13 Apr 2007. 5pp. http://dx.doi.org/10.1109/ARES.2007.32. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Suh, Y.K. and Park, J.S. (2007) Toward Assessing Vulnerability and Risk of Sensor Networks under Node Compromise. Harbin, Heilongjiang, China: International Conference on Computational Intelligence and Security (CIS 2007), 15-19 Dec 2007. 740-744. http://dx.doi.org/10.1109/CIS.2007.229. (Conference Contribution - Paper in published proceedings)
  • Moon, M., Kim, D.S. and Park, J.S. (2007) Toward Modeling Sensor Node Security Using Task-Role Based Access Control with TinySec. Guangzhou, China: International Conference on Computational Intelligence and Security (CIS 2006), 3-6 Nov 2006. In Computational Intelligence and Security: Lecture Notes in Computer Science Volume 4456 743-749. http://dx.doi.org/10.1007/978-3-540-74377-4_77. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Shazzad, K.M. and Park, J.S. (2006) A Framework of Survivability Model for Wireless Sensor Network. Vienna University of Technology, Austria: 1st International Conference on Availability, Reliability and Security (ARES 2006), 20-22 Apr 2006. 8pp. http://dx.doi.org/10.1109/ARES.2006.6. (Conference Contribution - Paper in published proceedings)
  • Park, J.S., Kim, S-H. and Kim, D.S. (2006) A Hardware Implementation of Lightweight Block Cipher for Ubiquitous Computing Security. Bournemouth, UK: 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2006), 9-11 Oct 2006. In Lecture Notes in Computer Science (LNCS) 4251 935-942. http://dx.doi.org/10.1007/11892960_112. (Conference Contribution - Paper in published proceedings)
  • Park, J.S., Sadi, M.G. and Kim, D.S. (2006) A Hybrid Approach to Key Predistribution for Ubiquitous Sensor Network. International Journal of Computer Science and Network Security 6(1): 258-264. (Journal Article)
  • Youn, K-Y., Kim, D.S. and Park, J.S. (2006) A Lightweight RFID Authentication Protocol based on Hash chain. Journal of Information Assurance 6(1) (Journal Article)
  • Kim, D.S. and Park, J.S. (2006) A Survivable Distributed Sensor Networks through Stochastic Models. Sorrento, Italy: Frontiers of High Performance Computing and Networking - ISPA 2006 Workshops, 4-7 Dec 2006. In Lecture Notes in Computer Science 4331 185-194. http://dx.doi.org/10.1007/11942634_20. (Conference Contribution - Paper in published proceedings)
  • Kim, D.S., Lee, S.M. and Park, J.S. (2006) Building Lightweight Intrusion Detection System Based on Random Forest. Chengdu, China: Third International Symposium on Neural Networks, 28 May-1 Jun 2006. In Lecture Notes in Computer Science 3973 224-230. http://dx.doi.org/10.1007/11760191_33. (Conference Contribution - Paper in published proceedings)
  • Lee, J-S., Kim, D.S., Park, J.S. and Chi, S-D. (2005) Design of Intelligent Security Management System Using Simulation-Based Analysis. Sydney, Australia: 18th Australian Joint Conference on Artificial Intelligence, 5-9 Dec 2005. 766-775. http://dx.doi.org/10.1007/11589990_79. (Conference Contribution - Full conference paper)
  • Kim, D.S., Nguyen, H-N. and Park, J.S. (2005) Genetic Algorithm to Improve SVM Based Network Intrusion Detection System. Taipei, Taiwan: 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 28-30 Mar. 155-158. (Conference Contribution - Full conference paper)
  • Kim, D.S. and Park, J.S. (2003) Network-Based Intrusion Detection with Support Vector Machines.. Cheju Island, South Korea: International Conference on Information Networking (ICOIN), 12-14 Feb. (Conference Contribution - Full conference paper)