Dan Dongseong Kim

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Intrusion Detection

Reinforcement Learning

Photo Collections

Top Venues

J. Netw. Comput. Appl.

Publications

Kok Onn Chee, Mengmeng Ge, Guangdong Bai, Dan Dongseong Kim
IoTSecSim: A framework for modelling and simulation of security in Internet of things. Comput. Secur. 136 (2024)
Juhwan Kim, Jihyeon Yu, Youngwoo Lee, Dan Dongseong Kim, Joobeom Yun
HD-FUZZ: Hardware dependency-aware firmware fuzzing via hybrid MMIO modeling. J. Netw. Comput. Appl. 224 (2024)
Ke He, Dan Dongseong Kim, Muhammad Rizwan Asghar
NIDS-Vis: Improving the generalized adversarial robustness of network intrusion detection system. Comput. Secur. 145 (2024)
Faraz Ghasemzadeh, Tina Moghaddam, Jingming Dai, Joobeom Yun, Dan Dongseong Kim
Towards Generalized Detection of Face-Swap Deepfake Images. WDC@AsiaCCS (2024)
Subrat Kumar Swain, Vireshwar Kumar, Dan Dongseong Kim, Guangdong Bai
SPAT: Semantic-Preserving Adversarial Transformation for Perceptually Similar Adversarial Examples. ECAI (2023)
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55 (5) (2023)
Dongwon Lee, Yongwoo Oh, Jin B. Hong, Hyoungshick Kim, Dan Dongseong Kim
PP-GSM: Privacy-preserving graphical security model for security assessment as a service. Future Gener. Comput. Syst. 142 (2023)
Qisheng Zhang, Jin-Hee Cho, Terrence J. Moore, Dan Dongseong Kim, Hyuk Lim, Frederica Free-Nelson
EVADE: Efficient Moving Target Defense for Autonomous Network Topology Shuffling Using Deep Reinforcement Learning. ACNS (1) (2023)
Tina Moghaddam, Guowei Yang, Chandra Thapa, Seyit Camtepe, Dan Dongseong Kim
POSTER: Toward Intelligent Cyber Attacks for Moving Target Defense Techniques in Software-Defined Networking. AsiaCCS (2023)
Ke He, Dan Dongseong Kim, Muhammad Rizwan Asghar
Adversarial Machine Learning for Network Intrusion Detection Systems: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 25 (1) (2023)
Minjune Kim, Jin-Hee Cho, Hyuk Lim, Terrence J. Moore, Frederica Free-Nelson, Dan Dongseong Kim
Performance and Security Evaluation of a Moving Target Defense Based on a Software-Defined Networking Environment. PRDC (2022)
Júlio Mendonça, Minjune Kim, Rafal Graczyk, Marcus Völp, Dan Dongseong Kim
Security Modeling and Analysis of Moving Target Defense in Software Defined Networks. PRDC (2022)
Hyejin Kim, Dan Dongseong Kim, Jin-Hee Cho, Terrence J. Moore, Frederica Free-Nelson, Hyuk Lim
Continual Learning with Network Intrusion Dataset. Big Data (2022)
Ke He, Dan Dongseong Kim, Jing Sun, Jeong Do Yoo, Young Hun Lee, Huy Kang Kim
Liuer Mihou: A Practical Framework for Generating and Evaluating Grey-box Adversarial Attacks against NIDS. CoRR (2022)
Minjune Kim, Jin-Hee Cho, Hyuk Lim, Terrence J. Moore, Frederica Free-Nelson, Ryan K. L. Ko, Dan Dongseong Kim
Evaluating Performance and Security of a Hybrid Moving Target Defense in SDN Environments. QRS (2022)
Tina Moghaddam, Minjune Kim, Jin-Hee Cho, Hyuk Lim, Terrence J. Moore, Frederica Free-Nelson, Dan Dongseong Kim
A Practical Security Evaluation of a Moving Target Defence against Multi-Phase Cyberattacks. DSN Workshops (2022)
Xinyi Wang, Simon Yusuf Enoch, Dan Dongseong Kim
Semantic Preserving Adversarial Attack Generation with Autoencoder and Genetic Algorithm. GLOBECOM (2022)
Tuan Anh Nguyen, Minjune Kim, Jang Se Lee, Dugki Min, Jae-Woo Lee, Dan Dongseong Kim
Performability evaluation of switch-over Moving Target Defence mechanisms in a Software Defined Networking using stochastic reward nets. J. Netw. Comput. Appl. 199 (2022)
Júlio Mendonça, Simon Yusuf Enoch, Ermeson Carneiro de Andrade, Dan Dongseong Kim
A Hierarchical Modeling Approach for Evaluating Availability of Dynamic Networks Considering Hardening Options. SMC (2021)