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2025 Conference Publication Robustness evaluation under RGB-camera attacks in CARLA: a systematic evaluation of color modes and attack typesLin, 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 |
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2025 Conference Publication XAMT: cross-framework API matching for testing deep learning librariesDuan, Bin, Dong, Ruican, Dong, Naipeng, Kim, Dan Dongseong and Yang, Guowei (2025). XAMT: cross-framework API matching for testing deep learning libraries. 2025 IEEE 36th International Symposium on Software Reliability Engineering (ISSRE), São Paulo, Brazil, 21-24 October 2025. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/issre66568.2025.00030 |
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2025 Conference Publication Threat hunting and security analysis for maritime vesselsEnoch, 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 |
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2025 Journal Article Model-based structural and behavioural cybersecurity risk assessment in system designsJungebloud, Tino, Nguyen, Nhung H., Kim, Dan Dongseong and Zimmermann, Armin (2025). Model-based structural and behavioural cybersecurity risk assessment in system designs. Computers and Security, 157 104543, 104543. doi: 10.1016/j.cose.2025.104543 |
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2025 Journal Article Unveiling the evolution of IoT threats: trends, tactics, and simulation analysisChee, Kok Onn, Ge, Mengmeng, Bai, Guangdong and Kim, Dan Dongseong (2025). Unveiling the evolution of IoT threats: trends, tactics, and simulation analysis. Computers & Security, 157 104537, 1-23. doi: 10.1016/j.cose.2025.104537 |
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2025 Conference Publication Harnessing LLMs for document-guided fuzzing of OpenCV libraryDuan, Bin, Mahmud, Tarek, Che, Meiru, Yan, Yan, Dong, Naipeng, Kim, Dan Dongseong and Yang, Guowei (2025). Harnessing LLMs for document-guided fuzzing of OpenCV library. 2025 IEEE International Conference on Software Maintenance and Evolution (ICSME), Auckland, New Zealand, 7-12 September 2025. Piscataway, NJ, United States: IEEE. doi: 10.1109/icsme64153.2025.00017 |
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2025 Conference Publication Intrusion detection system with domain-incremental continual learningKim, Hyejin, Yoon, Seunghyun, Kim, Dan Dongseong, Cho, Jin-Hee, Moore, Terrence J., Nelson, Frederica F. and Lim, Hyuk (2025). Intrusion detection system with domain-incremental continual learning. 55th International Conference on Dependable Systems and Networks Supplemental Volume-DSN-S-Annual, Naples, Italy, 23-26 June 2025. Piscataway, NJ, United States: IEEE. doi: 10.1109/dsn-s65789.2025.00072 |
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2025 Conference Publication LAGER: Layer-wise graph feature extractor for network intrusion detectionHe, Ke, Kim, Dan Dongseong and Asghar, Muhammad Rizwan (2025). LAGER: Layer-wise graph feature extractor for network intrusion detection. 55th International Conference on Dependable Systems and Networks-DSN, Naples, Italy, 23-26 June 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/dsn64029.2025.00021 |
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2024 Conference Publication Model-based attack planning strategies for automated penetration testing exercisesEnoch, Simon Yusuf and Kim, Dan Dongseong (2024). Model-based attack planning strategies for automated penetration testing exercises. 2024 International Conference on Ubiquitous Computing and Communications (IUCC), Chengdu, China, 20-22 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iucc65928.2024.00033 |
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2024 Journal Article Graphical security modelling for Autonomous Vehicles: A novel approach to threat analysis and defense evaluationNguyen, Nhung H., Ge, Mengmeng, Cho, Jin-Hee, Moore, Terrence J., Yoon, Seunghyun, Lim, Hyuk, Nelson, Frederica, Bai, Guangdong and Kim, Dan Dongseong (2024). Graphical security modelling for Autonomous Vehicles: A novel approach to threat analysis and defense evaluation. Computers & Security, 150 104229, 1-19. doi: 10.1016/j.cose.2024.104229 |
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2024 Conference Publication Intrusion response system for in-vehicle networks: uncertainty-aware deep reinforcement learning-based approachYoon, Han Jun, Soon, David, Moore, Terrence J., Yoon, Seunghyun, Lim, Hyuk, Kim, Dongseong, Nelson, Frederica F. and Cho, Jin-Hee (2024). Intrusion response system for in-vehicle networks: uncertainty-aware deep reinforcement learning-based approach. MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM), Washington, DC, United States, 28 October-1 November 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/milcom61039.2024.10773966 |
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2024 Journal Article Cyber security and privacy issues in extended reality healthcare applications: scoping reviewLake, Kaitlyn, Mc Kittrick, Andrea, Desselle, Mathilde, Padilha Lanari Bo, Antonio, Abayasiri, Rammuni Achintha Mihiran, Fleming, Jennifer Michelle, Baghaei, Nilufar and Kim, Dan Dongseong (2024). Cyber security and privacy issues in extended reality healthcare applications: scoping review. JMIR XR and Spatial Computing, 1 e59409, e59409-e59409. doi: 10.2196/59409 |
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2024 Journal Article NIDS-Vis: Improving the generalized adversarial robustness of network intrusion detection systemHe, Ke, Kim, Dan Dongseong and Asghar, Muhammad Rizwan (2024). NIDS-Vis: Improving the generalized adversarial robustness of network intrusion detection system. Computers and Security, 145 104028. doi: 10.1016/j.cose.2024.104028 |
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2024 Conference Publication Towards generalized detection of face-swap deepfake imagesGhasemzadeh, Faraz, Moghaddam, Tina, Dai, Jingming, Yun, Joobeom and Kim, Dan Dongseong (2024). Towards generalized detection of face-swap deepfake images. WDC '24: 3rd ACM Workshop on the Security Implications of Deepfakes and Cheapfakes, Singapore, Singapore, 1-5 July 2024. New York, NY, United States: ACM. doi: 10.1145/3660354.3660359 |
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2024 Conference Publication PANDA: Practical Adversarial Attack Against Network Intrusion DetectionSwain, Subrat Kumar, Kumar, Vireshwar, Bai, Guangdong and Kim, Dan Dongseong (2024). PANDA: Practical Adversarial Attack Against Network Intrusion Detection. 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Brisbane, QLD, Australia, 24-27 June 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/dsn-s60304.2024.00017 |
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2024 Conference Publication AuSSE: a novel framework for security and safety evaluation for autonomous vehiclesNguyen, Nhung H., Cho, Jin-Hee, Moore, Terrence J., Yoon, Seunghyun, Lim, Hyuk, Nelson, Frederica, Bai, Guangdong and Kim, Dan Dongseong (2024). AuSSE: a novel framework for security and safety evaluation for autonomous vehicles. 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Brisbane, QLD Australia, 24-27 June 2024. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/dsn-s60304.2024.00012 |
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2024 Conference Publication MTD in plain sight: hiding network behavior in moving target defensesMoghaddam, Tina, Yang, Guowei, Thapa, Chandra, Camtepe, Seyit and Kim, Dan Dongseong (2024). MTD in plain sight: hiding network behavior in moving target defenses. 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Brisbane, QLD, Australia, 24-27 June 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/dsn-s60304.2024.00022 |
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2024 Journal Article HD-FUZZ: Hardware dependency-aware firmware fuzzing via hybrid MMIO modelingKim, Juhwan, Yu, Jihyeon, Lee, Youngwoo, Kim, Dan Dongseong and Yun, Joobeom (2024). HD-FUZZ: Hardware dependency-aware firmware fuzzing via hybrid MMIO modeling. Journal of Network and Computer Applications, 224 103835, 103835. doi: 10.1016/j.jnca.2024.103835 |
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2024 Book Machine Learning for Cyber Security: 5th International Conference, ML4CS 2023, Yanuca Island, Fiji, December 4–6, 2023, ProceedingsDan Dongseong Kim and Chao Chen eds. (2024). Machine Learning for Cyber Security: 5th International Conference, ML4CS 2023, Yanuca Island, Fiji, December 4–6, 2023, Proceedings. Lecture Notes in Computer Science, Heidelberg, Germany: Springer. doi: 10.1007/978-981-97-2458-1 |
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2024 Journal Article IoTSecSim: a framework for modelling and simulation of security in Internet of ThingsChee, Kok Onn, Ge, Mengmeng, Bai, Guangdong and Kim, Dan Dongseong (2024). IoTSecSim: a framework for modelling and simulation of security in Internet of Things. Computers and Security, 136 103534, 103534. doi: 10.1016/j.cose.2023.103534 |
