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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. IEEE. 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. IEEE. 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 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. IEEE. doi: 10.1109/icsme64153.2025.00017 |
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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, Jun 23-26, 2025. LOS ALAMITOS: IEEE. doi: 10.1109/dsn64029.2025.00021 |
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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, Jun 23-26, 2025. LOS ALAMITOS: IEEE. doi: 10.1109/dsn-s65789.2025.00072 |
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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 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 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 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: IEEE. 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 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 PrefaceKim, Dan Dongseong and Chen, Chao (2024). Preface. 5th International Conference, ML4CS 2023, Yanuca Island, Fiji, 4-6 December 2023. Springer Science and Business Media Deutschland GmbH. |
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2023 Conference Publication SPAT: Semantic-Preserving Adversarial Transformation for Perceptually Similar Adversarial ExamplesSwain, Subrat Kumar, Kumar, Vireshwar, Kim, Dan Dongseong and Bai, Guangdong (2023). SPAT: Semantic-Preserving Adversarial Transformation for Perceptually Similar Adversarial Examples. 26th European Conference on Artificial Intelligence ECAI 2023, Kraków, Poland, 30 September – 4 October 2023. Amsterdam, Netherlands: IOS Press. doi: 10.3233/FAIA230525 |
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2023 Conference Publication POSTER: Toward Intelligent Cyber Attacks for Moving Target Defense Techniques in Software-Defined NetworkingMoghaddam, Tina, Yang, Guowei, Thapa, Chandra, Camtepe, Seyit and Kim, Dan Dongseong (2023). POSTER: Toward Intelligent Cyber Attacks for Moving Target Defense Techniques in Software-Defined Networking. 18th ACM ASIA Conference on Computer and Communications Security (ASIA CCS), Melbourne, VIC, Australia, 10-14 July 2023. New York, NY, United States: ACM. doi: 10.1145/3579856.3592825 |
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2023 Conference Publication EVADE: Efficient moVing tArget DEfense for autonomous network topology shuffling using deep reinforcement learningZhang, Qisheng, Cho, Jin-Hee, Moore, Terrence J., Kim, Dan Dongseong, Lim, Hyuk and Nelson, Frederica (2023). EVADE: Efficient moVing tArget DEfense for autonomous network topology shuffling using deep reinforcement learning. 21st International Conference, ACNS 2023, Kyoto, Japan, 19-22 June 2023. Cham, Switzerland: Springer Cham. doi: 10.1007/978-3-031-33488-7_21 |
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2023 Conference Publication Continual Learning with Network Intrusion DatasetKim, Hyejin, Kim, Dan Dongseong, Cho, Jin-Hee, Moore, Terrence J., Nelson, Frederica F. and Lim, Hyuk (2023). Continual Learning with Network Intrusion Dataset. 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 17-20 December 2022. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BigData55660.2022.10020865 |
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2023 Conference Publication Markov decision process for automatic cyber defenseZhou, Xiaofan, Enoch, Simon Yusuf and Kim, Dong Seong (2023). Markov decision process for automatic cyber defense. 23rd International Conference, WISA 2022, Jeju Island, South Korea, 24–26 August 2022. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-25659-2_23 |
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2023 Conference Publication Message from the Workshop Chairs of DSN 2023Duarte, Elias P. and Kim, Dan Dongseong (2023). Message from the Workshop Chairs of DSN 2023. 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Porto, Portugal, 27-30 June 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/DSN-W58399.2023.00006 |
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2022 Conference Publication Semantic preserving adversarial attack generation with autoencoder and genetic algorithmWang, Xinyi, Enoch, Simon Yusuf and Kim, Dan Dongseong (2022). Semantic preserving adversarial attack generation with autoencoder and genetic algorithm. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 4-8 December 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/globecom48099.2022.10000826 |
