Jin Kwak
Professor
Research Interests
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About
Dr. Jin Kwak is a Professor at Ajou University, South Korea. His research focuses on adaptive log anomaly detection, federated learning enhancements, and semantic-aware methodologies in machine learning. Recent publications include work on graph neural networks for encrypted traffic analysis, as well as novel approaches to network intrusion detection and security automation. He is committed to advancing research in intelligent technologies for enhanced cybersecurity and operational resilience.
Articles (14)
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2025
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2025
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2024
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2024
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2023
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2023
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2022
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2022
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2022
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2021
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2021
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2021
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2021
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2020
Collaborators (2)
Hyunsung Kim
Professor
Kyungil University
Julian Jang-Jaccard
Associate Professor
Massey University
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