Publication
(J) Journal (B) Book Chapters (C) Conference * corresponding author
2024
(C14) Nhung Nguyen, Guangdong Bai, Jin-Hee Cho, Terrence J. Moore, Seunghyun Yoon, Hyuk Lim, and Frederica Nelson, Guangdong Bai, and Dan Kim, "AuSSE: A Novel Framework for Security and Safety Evaluation in Autonomous Vehicles," IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Disrupt track, Brisbane, Australia, 2024.
2023
(J10) Hyejin Kim, Seunghyun Yoon, and Hyuk Lim, "CLiCK: Continual Learning Exploiting Intermediate Network Models with a Slack Class," IEEE Access, vol. 11, pp. 104224-104233, Sep. 2023.
(C13) Giwon Sur, Hyejin Kim, Seunghyun Yoon, and Hyuk Lim, Development of AI-based Intrusion Detection System with Real-Time Flow Feature Extraction, IEEE International Conference on Big Data, Poster, Sorrento, Italy, Dec. 2023.
(C12) Minseo Park, Hyuk Lim, and Seunghyun Yoon, "Dividing and Merging for Imbalanced Long-Tail Datasets," IEEE International Conference on Big Data, Poster, Sorrento, Italy, Dec. 2023.
(C11) Geuna Jo, Hyuk Lim, and Seunghyun Yoon, "Combining Wavelet and MFCC Features for Emotion Recognition in Conversation," IEEE International Conference on Big Data, Poster, Sorrento, Italy, Dec. 2023.
(C10) Suha Kim, Hyuk Lim, and Seunghyun Yoon, "Bi-Directional Face Tracking for Precise Facial De-identification in Video Data," IEEE International Conference on Big Data, Poster, Sorrento, Italy, Dec. 2023.
(C9) Daeyoung Kang, Seunghyun Yoon, and Hyuk Lim, "Deep Reinforcement Learning-based Building Energy Management using Electric Vehicles for Demand Response," International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Bali, Indonesia, Feb. 2023.
2022
(J9) Sunghwan Kim, Seunghyun Yoon, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, Frederica F. Nelson, and Hyuk Lim, "DIVERGENCE: Deep Reinforcement Learning-based Adaptive Traffic Inspection and Moving Target Defense Countermeasure Framework," IEEE Transactions on Network Service and Management, vol. 19, no. 4, pp. 4834-4846, Dec. 2022. (IF 5.3, JCR 2022)
2021
(J8) Seunghyun Yoon, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, Frederica F. Nelson, and Hyuk Lim, "DESOLATER: Deep Reinforcement Learning-based Resource Allocation and Moving Target Defense Deployment Framework," IEEE Access, vol. 9, pp. 70700-70714, Apr. 2021. (IF 3.476, JCR 2021)
(J7) Sunghwan Kim, Seunghyun Yoon, and Hyuk Lim, "Deep Reinforcement Learning-based Traffic Sampling for Multiple Traffic Analyzers on Software-Defined Networks," IEEE Access, vol. 9, pp. 47815-47827, Mar. 2021. (IF 3.476, JCR 2021)
(B1) Seunghyun Yoon, Jin-Hee Cho, Gaurav Dixit, and Ing-Ray Chen, "Resource-Aware Active Defense for Internet-of-Battle-Things based on Multiagent Deep Reinforcement Learning," Wiley-IEEE Press Book Chapter "Game Theory and Machine Learning for Cyber Security", Aug. 2021.
2020
(J6) Seunghyun Yoon, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, Frederica Free-Nelson, and Hyuk Lim, "Attack Graph-based Moving Target Defense in Software-Defined Networks," IEEE Transactions on Network Service and Management, vol. 17, no. 3, pp.1653-1668, Sep. 2020. (IF 4.195, JCR 2020)
(J5) Sunghwan Kim, Seunghyun Yoon, Jargalsaikhan Narantuya, and Hyuk Lim, "Secure Collecting, Optimizing, and Deploying of Firewall Rules in Software-Defined Networks,” IEEE Access, vol. 8, pp. 15166-15177, Jan. 2020. (IF 3.367, JCR 2020)
(J4) Jin-Hee Cho, Dilli P. Sharma, Hooman Alavizadeh, Noam Ben-Asher, Seunghyun Yoon, Terrence J. Moore, Dong Seong Kim, Hyuk Lim, and Frederica Free-Nelson, “Toward Proactive, Adaptive Defense: A Survey on Moving Target Defense,” IEEE Communications Surveys and Tutorials, vol. 22, no. 1, pp. 709-745, First Quarter 2020. (IF 25.249, JCR 2020)
(C8) Seunghyun Yoon, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, Frederica F. Nelson, Hyuk Lim, Nandi Leslie, and Charles Kamhoua, "Moving Target Defense for In-Vehicle Software-Defined Networking: IP Shuffling in Network Slicing with Multiagent Deep Reinforcement Learning," SPIE Defense + Commercial Sensing Conference on "Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications II", Anaheim, CA, USA, Apr. 2020.
2019
(J3) Namwon An, Seunghyun Yoon, Taejin Ha, Yohan Kim, and Hyuk Lim, "Seamless Virtualized Controller Migration for Drone Applications," IEEE Internet Computing, special track on "Drone-delivered computing and services", vol. 23, no. 2, pp. 51-58, March-April 2019. (IF 4.231, JCR 2019)
(C7) Seunghyun Yoon, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, Frederica Free-Nelson, and Hyuk Lim, “Address Shuffling based Moving Target Defense for In-Vehicle Software-Defined Networks,” Annual International Conference on Mobile Computing and Networking (ACM MobiCom), Poster, Los Cabos, Mexico, Oct. 2019.
(C6) Jargalsaikhan Narantuya, Seunghyun Yoon, Hyuk Lim, Jin-Hee Cho, Dong Seong Kim, Terrence J. Moore, and Frederica F. Nelson, "SDN-based IP Shuffling Moving Target Defense with Multiple SDN Controllers," IEEE/IFIP International Conference on Dependable Systems and Networks (IEEE DSN), Fast abstract, Portland, Oregon, USA, Jun. 2019.
2018
(C5) Dilli P. Sharma, Dong Seong Kim, Seunghyun Yoon, Hyuk Lim, Jin-Hee Cho, and Terrence J. Moore, "FRVM: Flexible Random Virtual IP Multiplexing in Software-Defined Networking," IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom), New York, USA, Aug. 2018.
2017
(J2) Seunghyun Yoon, Taejin Ha, Sunghwan Kim, and Hyuk Lim, "Scalable Traffic Sampling using Centrality Measure on Software-Defined Networks," IEEE Communications Magazine, special issue on "Traffic measurements for cyber security", vol. 55, no. 7, pp. 43-49, Jul. 2017. (IF 10.435, JCR 2017)
(C4) Jin B. Hong, Seunghyun Yoon, Hyuk Lim, and Dong Seong Kim, "Optimal Network Reconfiguration for Software Defined Networks using Shuffle-based Online MTD," Symposium on Reliable Distributed Systems (SRDS), Hong Kong, China, Sep. 2017.
(C3) Sunghwan Kim, Seunghyun Yoon, and Hyuk Lim, "Flow Inspection Scheduling for Cyber Security on Software-Defined Networks," IEEE Symposium on Security and Privacy (IEEE S&P), Poster, San Jose, USA, May 2017.
(C2) Seunghyun Yoon, Jiae Lee, Yohan Kim, Sunghwan Kim, and Hyuk Lim, "Fast Controller-Switching for Fault-Tolerant Cyber-Physical Systems on Software-Defined Networks," IEEE Pacific Rim International Symposium on Dependable Computing (IEEE PRDC), Fast abstract, Christchurch, New Zealand, Jan. 2017.
2016
(J1) Taejin Ha, Seunghyun Yoon, Aris Cahyadi Risdianto, JongWon Kim, and Hyuk Lim, "Suspicious Flow Forwarding for Multiple Intrusion Detection Systems on Software-Defined Networks," IEEE Network, special issue on "Network forensics and surveillance for emerging networks", vol. 30, no. 6, pp. 22-27, November/December 2016. (IF 7.230, JCR 2016)
(C1) Taejin Ha, Seunghyun Yoon, Sunghwan Kim, and Hyuk Lim, "RTSS: Random Traffic Sampling and Steering for OpenFlow-enabled Networks," ACM International Conference on Emerging Networking Experiments and Technologies (ACM CoNEXT), Student Workshop, Irvine, California, Dec. 2016.