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2022

Journal Article

DIVERGENCE: deep reinforcement learning-based adaptive traffic inspection and moving target defense countermeasure framework

Kim, 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

DIVERGENCE: deep reinforcement learning-based adaptive traffic inspection and moving target defense countermeasure framework

2022

Journal Article

Evaluating the security and economic effects of moving target defense techniques on the cloud

Alavizadeh, 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

Evaluating the security and economic effects of moving target defense techniques on the cloud

2022

Journal Article

An integrated security hardening optimization for dynamic networks using security and availability modeling with multi-objective algorithm

Enoch, 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

An integrated security hardening optimization for dynamic networks using security and availability modeling with multi-objective algorithm

2022

Journal Article

Performability evaluation of switch-over Moving Target Defense mechanisms in a Software Defined Networking using stochastic reward nets

Nguyen, 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

Performability evaluation of switch-over Moving Target Defense mechanisms in a Software Defined Networking using stochastic reward nets

2021

Journal Article

Novel security models, metrics and security assessment for maritime vessel networks

Enoch, 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

Novel security models, metrics and security assessment for maritime vessel networks

2021

Journal Article

Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud

Alavizadeh, Hooman, Hong, Jin B., Kim, Dong Seong and Jang-Jaccard, Julian (2021). Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud. Computers and Security, 102 102091, 102091. doi: 10.1016/j.cose.2020.102091

Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud

2021

Journal Article

DESOLATER: deep reinforcement learning-based resource allocation and moving target defense deployment framework

Yoon, Seunghyun, Cho, Jin-Hee, Kim, Dong Seong, Moore, Terrence J., Free-Nelson, Frederica and Lim, Hyuk (2021). DESOLATER: deep reinforcement learning-based resource allocation and moving target defense deployment framework. IEEE Access, 9 9418999, 70700-70714. doi: 10.1109/access.2021.3076599

DESOLATER: deep reinforcement learning-based resource allocation and moving target defense deployment framework

2021

Journal Article

Panop: Mimicry-Resistant ANN-based Distributed NIDS for IoT Networks

Kim, Hyunjun, Ahn, Sunwoo, Ha, Whoi Ree, Kang, Hyunjae, Kim, Dong Seong, Kim, Huy Kang and Paek, Yunheung (2021). Panop: Mimicry-Resistant ANN-based Distributed NIDS for IoT Networks. IEEE Access, 9 9508433, 111853-111864. doi: 10.1109/ACCESS.2021.3103015

Panop: Mimicry-Resistant ANN-based Distributed NIDS for IoT Networks

2021

Journal Article

Performance impact analysis of services under a time-based moving target defense mechanism

Mendonça, Júlio, Cho, Jin-Hee, Moore, Terrence J, Nelson, Frederica F, Lim, Hyuk and Kim, Dan Dongseong (2021). Performance impact analysis of services under a time-based moving target defense mechanism. Journal of Defense Modeling and Simulation, 20 (1), 41-56. doi: 10.1177/15485129211036937

Performance impact analysis of services under a time-based moving target defense mechanism

2020

Journal Article

Privacy-preserving reinforcement learning using homomorphic encryption in cloud computing infrastructures

Park, Jaehyoung, Kim, Dong Seong and Lim, Hyuk (2020). Privacy-preserving reinforcement learning using homomorphic encryption in cloud computing infrastructures. IEEE Access, 8 203564, 203564-203579. doi: 10.1109/access.2020.3036899

Privacy-preserving reinforcement learning using homomorphic encryption in cloud computing infrastructures

2020

Journal Article

Dynamic security metrics for software-defined network-based moving target defense

Sharma, Dilli P., Enoch, Simon Yusuf, Cho, Jin-Hee, Moore, Terrence J., Nelson, Frederica F., Lim, Hyuk and Kim, Dong Seong (2020). Dynamic security metrics for software-defined network-based moving target defense. Journal of Network and Computer Applications, 170 102805, 102805. doi: 10.1016/j.jnca.2020.102805

Dynamic security metrics for software-defined network-based moving target defense

2020

Journal Article

Attack Graph-based Moving Target Defense in Software-Defined Networks

Yoon, Seunghyun, Cho, Jin-Hee, Kim, Dong Seong, Moore, Terrence J., Free-Nelson, Frederica and Lim, Hyuk (2020). Attack Graph-based Moving Target Defense in Software-Defined Networks. IEEE Transactions on Network and Service Management, 17 (3) 9063635, 1653-1668. doi: 10.1109/TNSM.2020.2987085

Attack Graph-based Moving Target Defense in Software-Defined Networks

2020

Journal Article

A framework for real-time intrusion response in software defined networking using precomputed graphical security models

Eom, Taehoon, Hong, Jin B., An, Seongmo, Park, Jong Sou and Kim, Dong Seong (2020). A framework for real-time intrusion response in software defined networking using precomputed graphical security models. Security and Communication Networks, 2020 7235043, 1-15. doi: 10.1155/2020/7235043

A framework for real-time intrusion response in software defined networking using precomputed graphical security models

2020

Journal Article

HARMer: cyber-attacks automation and evaluation

Enoch, Simon Yusuf, Huang, Zhibin, Moon, Chun Yong, Lee, Donghwan, Ahn, Myung Kil and Kim, Dong Seong (2020). HARMer: cyber-attacks automation and evaluation. IEEE Access, 8 9142179, 129397-129414. doi: 10.1109/access.2020.3009748

HARMer: cyber-attacks automation and evaluation

2019

Journal Article

Security modelling and assessment of modern networks using time independent Graphical Security Models

Enoch, Simon Yusuf, Hong, Jin B. and Kim, Dong Seong (2019). Security modelling and assessment of modern networks using time independent Graphical Security Models. Journal of Network and Computer Applications, 148 102448, 102448. doi: 10.1016/j.jnca.2019.102448

Security modelling and assessment of modern networks using time independent Graphical Security Models

2019

Journal Article

Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud

Alavizadeh, Hooman, Kim, Dong Seong and Jang-Jaccard, Julian (2019). Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud. Future Generation Computer Systems, 111, 507-522. doi: 10.1016/j.future.2019.10.009

Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud

2019

Journal Article

Systematic identification of threats in the cloud: a survey

Hong, Jin B., Nhlabatsi, Armstrong, Kim, Dong Seong, Hussein, Alaa, Fetais, Noora and Khan, Khaled M. (2019). Systematic identification of threats in the cloud: a survey. Computer Networks, 150, 46-69. doi: 10.1016/j.comnet.2018.12.009

Systematic identification of threats in the cloud: a survey

2019

Journal Article

A systematic approach to threat modeling and security analysis for software defined networking

Eom, Taehoon, Hong, Jin B., An, Seongmo, Park, Jong Sou and Kim, Dong Seong (2019). A systematic approach to threat modeling and security analysis for software defined networking. IEEE Access, 7 8827471, 137432-137445. doi: 10.1109/ACCESS.2019.2940039

A systematic approach to threat modeling and security analysis for software defined networking

2018

Journal Article

Dynamic security metrics for measuring the effectiveness of moving target defense techniques

Hong, Jin B., Enoch, Simon Yusuf, Kim, Dong Seong, Nhlabatsi, Armstrong, Fetais, Noora and Khan, Khaled M. (2018). Dynamic security metrics for measuring the effectiveness of moving target defense techniques. Computers and Security, 79, 33-52. doi: 10.1016/j.cose.2018.08.003

Dynamic security metrics for measuring the effectiveness of moving target defense techniques

2018

Journal Article

A systematic evaluation of cybersecurity metrics for dynamic networks

Enoch, Simon Yusuf, Ge, Mengmeng, Hong, Jin B., Alzaid, Hani and Kim, Dong Seong (2018). A systematic evaluation of cybersecurity metrics for dynamic networks. Computer Networks, 144, 216-229. doi: 10.1016/j.comnet.2018.07.028

A systematic evaluation of cybersecurity metrics for dynamic networks