Projects per year
Personal profile
Research Interests
Deep Learning, Network Security, Wireless Communications
Education/Academic qualification
PhD, computer science, University of Massachusetts
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Dive into the research topics where Ren-Hung Hwang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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第六代行動通訊關鍵技術與應用－最佳化多階層資源卸載及人工智慧即服務模型研究
Hwang, R.-H. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Ministry of Science and Technology
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基於多資料源和深度學習的主機式入侵偵測系統
Hwang, R.-H. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Ministry of Science and Technology
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基於多資料源和深度學習的主機式入侵偵測系統
Hwang, R.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Ministry of Science and Technology
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第六代行動通訊關鍵技術與應用－最佳化多階層資源卸載及人工智慧即服務模型研究
Hwang, R.-H. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Ministry of Science and Technology
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基於多資料源和深度學習的主機式入侵偵測系統
Hwang, R.-H. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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Comprehensive Vulnerability Detection and Malware Infection Testing Strategies for IoT Devices
Liang, B. H., Hwang, R. H., Lin, J. Y. & Chen, H. H., 2025, (Accepted/In press) In: IEEE Internet of Things Journal.Research output: Contribution to journal › Article › peer-review
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Dynamic resource allocation and offloading optimization for network slicing in B5G multi-tier multi-tenant systems
Hwang, R. H., Lin, J. Y., Chuang, Y. & Chang, B. J., Jan 2025, In: Computer Networks. 256, 110876.Research output: Contribution to journal › Article › peer-review
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Efficient Adversarial Attacks Against DRL-Based Resource Allocation in Intelligent O-RAN for V2X
Ergu, Y. A., Nguyen, V. L., Hwang, R. H., Lin, Y. D., Cho, C. Y., Yang, H. K., Shin, H. & Duong, T. Q., 2025, In: IEEE Transactions on Vehicular Technology. 74, 1, p. 1674-1686 13 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Reproducing ATT&CK Techniques and Lifecycles to Train Machine Learning Classifier
Yudha, F., Lin, Y.-D., Lai, Y. C., Sudyana, D. & Hwang, R. H., 2025, (Accepted/In press) In: IEEE Network.Research output: Contribution to journal › Article › peer-review
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TRACE: Relationship Analysis and Causal Factor Extraction in Cyber Threat Intelligence Reports
Vaitheeshwari, R., Wu, E. H. K., Lin, Y. D., Hwang, R. H., Lin, P. C., Lai, Y. C. & Ali, A., 2025, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing.Research output: Contribution to journal › Article › peer-review