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2026

Journal Article

A hybrid ensemble framework for unknown attack detection in IoT networks

Wang, Chiao-Hsi Joshua, Kang, Hyunjae, Lam, Ulysses, Seo, Jung Taek and Kim, Dan Dongseong (2026). A hybrid ensemble framework for unknown attack detection in IoT networks. Future Generation Computer Systems, 181 108447, 1-16. doi: 10.1016/j.future.2026.108447

A hybrid ensemble framework for unknown attack detection in IoT networks

2026

Conference Publication

A Black-Box Inversion Attack on Small Language Models and Differential Privacy-Based Defense

Wang, Xingyun, Jeong, Seonghoon, Kang, Hyunjae and Kim, Dan Dongseong (2026). A Black-Box Inversion Attack on Small Language Models and Differential Privacy-Based Defense. New York, NY, USA: ACM. doi: 10.1145/3803628.3807971

A Black-Box Inversion Attack on Small Language Models and Differential Privacy-Based Defense

2026

Journal Article

An integrated cyber offence–defence framework for unmanned ground vehicles

Nguyen, Nhung H., Kang, Hyunjae, Moghaddam, Tina, Ahn, Myung Kil and Kim, Dan Dongseong (2026). An integrated cyber offence–defence framework for unmanned ground vehicles. Computers & Security 104976, 104976. doi: 10.1016/j.cose.2026.104976

An integrated cyber offence–defence framework for unmanned ground vehicles

2025

Conference Publication

Robustness evaluation under RGB-camera attacks in CARLA: a systematic evaluation of color modes and attack types

Lin, Yufeng, Park, Sangmin, Kang, Hyunjae, Kim, Huy Kang and Kim, Dan Dongseong (2025). Robustness evaluation under RGB-camera attacks in CARLA: a systematic evaluation of color modes and attack types. 2025 IEEE 30th Pacific Rim International Symposium on Dependable Computing (PRDC), Seoul, South Korea, 3-5 November 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/prdc67299.2025.00025

Robustness evaluation under RGB-camera attacks in CARLA: a systematic evaluation of color modes and attack types

2025

Conference Publication

Threat hunting and security analysis for maritime vessels

Enoch, Simon Yusuf, Kang, Hyunjae, Kim, Huy Kang and Dongseong Kim, Dan (2025). Threat hunting and security analysis for maritime vessels. 2025 IEEE 50th Conference on Local Computer Networks (LCN), Sydney, NSW, Australia, 13-16 October 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/lcn65610.2025.11146326

Threat hunting and security analysis for maritime vessels

2024

Journal Article

CANival: a multimodal approach to intrusion detection on the vehicle CAN bus

Kang, Hyunjae, Vo, Thanh, Kim, Huy Kang and Hong, Jin B. (2024). CANival: a multimodal approach to intrusion detection on the vehicle CAN bus. Vehicular Communications, 50 100845, 100845. doi: 10.1016/j.vehcom.2024.100845

CANival: a multimodal approach to intrusion detection on the vehicle CAN bus

2024

Journal Article

Match experiences affect interest: impacts of matchmaking and performance on churn in a competitive game

Kang, Hyunjae, Suh, Changwoo and Kim, Huy Kang (2024). Match experiences affect interest: impacts of matchmaking and performance on churn in a competitive game. Heliyon, 10 (3) e24891, e24891. doi: 10.1016/j.heliyon.2024.e24891

Match experiences affect interest: impacts of matchmaking and performance on churn in a competitive game

2023

Conference Publication

Infotainment system matters: understanding the impact and implications of in-vehicle infotainment system hacking with automotive grade Linux

Jeong, Seonghoon, Ryu, Minsoo, Kang, Hyunjae and Kim, Huy Kang (2023). Infotainment system matters: understanding the impact and implications of in-vehicle infotainment system hacking with automotive grade Linux. 13th ACM Conference on Data and Application Security and Privacy (CODASPY), Charlotte, NC, United States, 24-26 April 2023. New York, United States: Association for Computing Machinery. doi: 10.1145/3577923.3583650

Infotainment system matters: understanding the impact and implications of in-vehicle infotainment system hacking with automotive grade Linux

2021

Conference Publication

Car hacking and defense competition on in-vehicle network

Kang, Hyunjae, Kwak, Byung Il, Lee, Young Hun, Lee, Haneol, Lee, Hwejae and Kim, Huy Kang (2021). Car hacking and defense competition on in-vehicle network. Third International Workshop on Automotive and Autonomous Vehicle Security, Virtual, 25 February 2021. Reston, VA, United States: Internet Society. doi: 10.14722/autosec.2021.23035

Car hacking and defense competition on in-vehicle network

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