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2023 Conference Publication EVADE: Efficient moVing tArget DEfense for autonomous network topology shuffling using deep reinforcement learningZhang, Qisheng, Cho, Jin-Hee, Moore, Terrence J., Kim, Dan Dongseong, Lim, Hyuk and Nelson, Frederica (2023). EVADE: Efficient moVing tArget DEfense for autonomous network topology shuffling using deep reinforcement learning. 21st International Conference, ACNS 2023, Kyoto, Japan, 19-22 June 2023. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-33488-7_21 |
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2023 Journal Article PP–GSM: Privacy-preserving graphical security model for security assessment as a serviceLee, Dongwon, Oh, Yongwoo, Hong, Jin B., Kim, Hyoungshick and Kim, Dan Dongseong (2023). PP–GSM: Privacy-preserving graphical security model for security assessment as a service. Future Generation Computer Systems, 142, 351-363. doi: 10.1016/j.future.2022.12.041 |
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2023 Conference Publication Continual Learning with Network Intrusion DatasetKim, Hyejin, Kim, Dan Dongseong, Cho, Jin-Hee, Moore, Terrence J., Nelson, Frederica F. and Lim, Hyuk (2023). Continual Learning with Network Intrusion Dataset. 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 17-20 December 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BigData55660.2022.10020865 |
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2023 Conference Publication Message from the Workshop Chairs of DSN 2023Duarte, Elias P. and Kim, Dan Dongseong (2023). Message from the Workshop Chairs of DSN 2023. 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Porto, Portugal, 27-30 June 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DSN-W58399.2023.00006 |
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2023 Journal Article Time-based moving target defense using Bayesian attack graph analysisKim, Hyejin, Hwang, Euiseok, Kim, Dongseong, Cho, Jin-Hee, Moore, Terrence J., Nelson, Frederica F. and Lim, Hyuk (2023). Time-based moving target defense using Bayesian attack graph analysis. IEEE Access, 11, 40511-40524. doi: 10.1109/access.2023.3269018 |
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2023 Journal Article Quantifying Satisfaction of Security Requirements of Cloud Software SystemsNhlabatsi, Armstrong, Khan, Khaled Md, Hong, Jin B., Kim, Dong Seong, Fernandez, Rachael and Fetais, Noora (2023). Quantifying Satisfaction of Security Requirements of Cloud Software Systems. IEEE Transactions on Cloud Computing, 11 (1), 426-444. doi: 10.1109/TCC.2021.3097770 |
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2023 Conference Publication Markov decision process for automatic cyber defenseZhou, Xiaofan, Enoch, Simon Yusuf and Kim, Dong Seong (2023). Markov decision process for automatic cyber defense. 23rd International Conference, WISA 2022, Jeju Island, South Korea, 24–26 August 2022. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-25659-2_23 |
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2022 Conference Publication Semantic preserving adversarial attack generation with autoencoder and genetic algorithmWang, Xinyi, Enoch, Simon Yusuf and Kim, Dan Dongseong (2022). Semantic preserving adversarial attack generation with autoencoder and genetic algorithm. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 4-8 December 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/globecom48099.2022.10000826 |
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2022 Journal Article DIVERGENCE: deep reinforcement learning-based adaptive traffic inspection and moving target defense countermeasure frameworkKim, Sunghwan, Yoon, Seunghyun, Cho, Jin-Hee, Kim, Dong Seong, Moore, Terrence J., Free-Nelson, Frederica and Lim, Hyuk (2022). DIVERGENCE: deep reinforcement learning-based adaptive traffic inspection and moving target defense countermeasure framework. IEEE Transactions On Network and Service Management, 19 (4), 4834-4846. doi: 10.1109/TNSM.2021.3139928 |
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2022 Conference Publication Evaluating performance and security of a hybrid moving target defense in SDN environmentsKim, Minjune, Cho, Jin-Hee, Lim, Hyuk, Moore, Terrence J., Nelson, Frederica F., Ko, Ryan K. L. and Dongseong Kim, Dan (2022). Evaluating performance and security of a hybrid moving target defense in SDN environments. 22nd IEEE International Conference on Software Quality, Reliability and Security (QRS), Guangzhou, China, 5-9 December 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/qrs57517.2022.00037 |
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2022 Journal Article Evaluating the security and economic effects of moving target defense techniques on the cloudAlavizadeh, Hooman, Aref, Samin, Kim, Dong Seong and Jang-Jaccard, Julian (2022). Evaluating the security and economic effects of moving target defense techniques on the cloud. IEEE Transactions on Emerging Topics in Computing, 10 (4), 1772-1788. doi: 10.1109/tetc.2022.3155272 |
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2022 Other Outputs UQ IoT IDS dataset 2021He, Ke, Kim, Dan, Zhang, Zhien, Ge, Mengmeng, Lam, Ulysses and Yu, Jiaqi (2022). UQ IoT IDS dataset 2021. The University of Queensland. (Dataset) doi: 10.48610/17b44bb |
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2022 Other Outputs UQ-IoT-IDS2021He, Ke, Kim, Dan and Zhang, Zhien (2022). UQ-IoT-IDS2021. The University of Queensland. (Dataset) doi: 10.48610/6acdb93 |
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2022 Journal Article An integrated security hardening optimization for dynamic networks using security and availability modeling with multi-objective algorithmEnoch, Simon Yusuf, Mendonça, Júlio, Hong, Jin B., Ge, Mengmeng and Kim, Dong Seong (2022). An integrated security hardening optimization for dynamic networks using security and availability modeling with multi-objective algorithm. Computer Networks, 208 108864, 1-19. doi: 10.1016/j.comnet.2022.108864 |
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2022 Journal Article Performability evaluation of switch-over Moving Target Defense mechanisms in a Software Defined Networking using stochastic reward netsNguyen, Tuan Anh, Kim, Minjune, Lee, Jangse, Min, Dugki, Lee, Jae-Woo and Kim, Dongseong (2022). Performability evaluation of switch-over Moving Target Defense mechanisms in a Software Defined Networking using stochastic reward nets. Journal of Network and Computer Applications, 199 103267, 103267. doi: 10.1016/j.jnca.2021.103267 |
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2022 Conference Publication Security Modeling and Analysis of Moving Target Defense in Software Defined NetworksMendonça, Júlio, Kim, Minjune, Graczyk, Rafal, Völp, Marcus and Kim, Dan Dongseong (2022). Security Modeling and Analysis of Moving Target Defense in Software Defined Networks. 27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC), Beijing, China, 28 November - 1 December 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/PRDC55274.2022.00028 |
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2022 Conference Publication A Practical Security Evaluation of a Moving Target Defence against Multi-Phase CyberattacksMoghaddam, Tina, Kim, Minjune, Cho, Jin-Hee, Lim, Hyuk, Moore, Terrence J., Nelson, Frederica F. and Kim, Dan Dongseong (2022). A Practical Security Evaluation of a Moving Target Defence against Multi-Phase Cyberattacks. 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Baltimore, MD United States, 27-30 June 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DSN-W54100.2022.00026 |
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2022 Conference Publication Performance and Security Evaluation of a Moving Target Defense Based on a Software-Defined Networking EnvironmentKim, Minjune, Cho, Jin-Hee, Lim, Hyuk, Moore, Terrence J., Nelson, Frederica F. and Kim, Dan Dongseong (2022). Performance and Security Evaluation of a Moving Target Defense Based on a Software-Defined Networking Environment. 27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC), Beijing, China, 28 November - 1 December 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/PRDC55274.2022.00026 |
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2021 Conference Publication Model-based cybersecurity analysis: past work and future directionsEnoch, Simon Yusuf, Ge, Mengmeng, Hong, Jin B. and Kim, Dong Seong (2021). Model-based cybersecurity analysis: past work and future directions. 67th Annual Reliability and Maintainability Symposium (RAMS), Orlando, FL USA, 24-27 May 2021. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/RAMS48097.2021.9605784 |
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2021 Journal Article Novel security models, metrics and security assessment for maritime vessel networksEnoch, Simon Yusuf, Lee, Jang Se and Kim, Dong Seong (2021). Novel security models, metrics and security assessment for maritime vessel networks. Computer Networks, 189 107934, 1-18. doi: 10.1016/j.comnet.2021.107934 |
