Researcher biography

Prospective Students

Please visit the link (https://sites.google.com/view/dsteam/pros-students).

Short Biography

Dr. Dan Dongseong Kim is an Associate Professor (Reader in the UK; softly equivalent to a Full Professor in the US) (continuing appointment) in Cyber Security at The University of Queensland (UQ), Brisbane, Australia, prior to UQ. Prior to UQ, he was a faculty member (permanent academic staff; Senior Lecturer 2015-2018, Lecturer 2011-2014) in Cyber Security in the Department of Computer Science and Software Engineering at the University of Canterbury (UC), Christchurch, New Zealand from 2011 to 2018. From 2008 to 2011, he was a postdoc at Duke University, Durham, North Carolina in the US. He was a visiting scholar at the University of Maryland, College Park, Maryland in the US in 2007. His research interests are in Cyber Security and Dependability for various systems and networks. Please visit my research team webpage: https://sites.google.com/view/dsteam/

My Publications

My Research Focus: Cyber G.A.M.E

  • Graphical Models for Cyber Security: Model-based Cyber Security Risk Analysis
  • AI for Cybersecurity & Cyber Security for AI: Securing AI systems and Cybersecurity using AI techniques
  • Moving Target Defense (MTD): Resilient and Proactive Defence
  • Evolving Attacks and Defense Automation: Red team and Blue team Automation & Evaluation using AI

My Professional Activities (selected)

  • Associate Editor, IEEE Communications Surveys and Tutorials (impact factor: 25.249 (2021), #1 impact factor among all the IEEE journals), 2021 - present.
  • Editorial Board Member, Elsevier Computers and Security (impact factor: 4.438), 2019 - present.
  • Editorial Board Member, Elsevier Computer Networks (impact factor: 4.474), April 2022 - present.
  • An Elected Member of the IFIP WG 10.4 on Dependable Computing and Fault Tolerance (2021 onwards).
    • The IFIP WG 10.4 consists of over 60 experts in the field of fault-tolerance, dependable and secure computing.
  • Steering committee member of IFIP/IEEE DSN, 2021-2023.
  • Steering committee chair of IEEE PRDC, 2022-present.
  • Steering committee member of IEEE PRDC, 2019-present.
  • TPC member of IFIP/IEEE DSN, SRDS, ISSRE, ICDCS, etc.

My Selected publications

  • Toward Proactive, Adaptive Defense: A Survey on Moving Target Defense, IEEE Communications Surveys & Tutorials 2020 [Impact Factor 2018-19: 22.973]
  • A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights, ACM Computing Surveys, 2022 [Impact Factor 2021-22: 10.282, ranked 4/137 in Computer Science Theory & Methods]
  • Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud. Computers & Security (2021) [Impact factor: 4.438]
  • Threat-Specific Security Risk Evaluation in the Cloud. IEEE Trans. Cloud Comput. 9(2): 793-806 (2021) [Impact factor: 4.714]
  • Dynamic Security Metrics for Measuring the Effectiveness of Moving Target Defense Techniques, Computers and Security, Elsevier, 2018 [Impact factor: 4.438]
  • Assessing the Effectiveness of Moving Target Defenses using Security Models. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2016. [CORE Rank A, Impact factor: 6.404]
  • Recovery from software failures caused by Mandelbugs. IEEE Transactions on Reliability, 2016. [CORE Rank A, Impact factor: 2.79]
  • Sensitivity Analysis of Server Virtualized System Availability. IEEE Transactions on Reliability, 61(4): 994-1006, 2012. [CORE Rank A, Impact factor: 2.293]
  • Scalable Optimal Countermeasure Selection using Implicit Enumeration on Attack Countermeasure Trees, IEEE/IFIP DSN 2012 [CORE Rank A*]

Research Sponsors (past and current)

  • NSF (US), IBM T.J. Watson (US), US Army Research Lab. (US), NEC (Japan), Tait Comm. (NZ), MBIE (NZ), NPRP (Qatar), ADD (Korea), NRF (Korea), etc.

My Cyber Security Research Experience

I have been working on various topics in computer and network security since 2001. I began my research with crypto algorithms design and implementation for hardware devices such as FPGA/ASICs. Then I worked on machine learning/data mining approaches for (host-based, network-based) intrusion detection from 2001 onward. My master's thesis was an ML-based network intrusion detection. I worked on various computer and network security topics such as an intelligent SIEM (it was called enterprise security management at that time), authentication protocols for Radio Frequency Identification (RFID) systems, security and privacy for Wireless Sensor Networks (WSNs), etc. My Ph.D. topics were security and privacy for WSNs.

I started working on dependability more seriously in addition to Cyber Security from 2008 when I started my postdoc research at Duke University, USA under the supervision of the Hudson Chaired Professor Kishor S. Trivedi. I worked on research projects funded by the US NSF, NEC Japan, IBM T.J. Watson in the area of dependability (availability/performance) of data centers/cloud computing and cybersecurity modeling & analysis.

Since I became a faculty member at The University of Canterbury, New Zealand in 2011, I explored deeply the area of graphical models for security, metrics, measurement, and efficient methods for automated cyber security modelling and analysis and apply those key ideas to Cloud computing, Internet of Things (IoT), Moving Target Defenses (MTD), cyber deception, and automated cyberattacks generation. I was so lucky to work with diverse groups of people from various countries including Australia, Bangladesh, Brazil, China, Germany, India, Iran, Italy, Japan, South Korea, Mongolia, Morocco, Malaysia, Nepal, New Zealand, Nigeria, Pakistan, Qatar, USA, UK, Vietnam.

My Academic Genealogy

As for my academic genealogy, my Ph.D. thesis advisor was

  • Jong-Sou Park (Pennsylvania State University, Ph.D., 1994); his one was
  • Paul Thomas Hulina (Pennsylvania State University, Ph.D., 1969); then it runs back through
  • Jon Gustav Bredeson (Northwestern University, Ph.D., 1967),
  • Seifollah Louis Hakimi (The University of Illinois at Urbana-Champaign (UIUC), Ph.D., 1959),
  • Mac Van Valkenburg (Stanford University, Ph.D., 1952),
  • Oswald Garrison Villard, Jr. (Stanford University, Ph.D., 1949),
  • Frederick Emmons Terman (widely credited as being the father of Silicon Valley) (Massachusetts Institute of Technology (MIT), 1924, Sc.D.) and
  • Vannevar Bush (Jointly Harvard/MIT, D. Eng., 1916) to
  • Arthur Edwin Kennelly (self-taught) (who was working in Thomas Edison's West Orange Laboratory from December 1887 to March 1894) and Dugald C. Jackson.

My postdoc advisor is Kishor S. Trivedi (UIUC, Ph.D., 1974) who is a Life Fellow of IEEE and the Hudson Distinguished Professor of Electrical and Computer Engineering at Duke University, USA. Please visit the academic tree from Duglad C. Jackson to all the way up to the ancestors at the academic tree (link).