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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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)
1/08/23 → 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)
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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Impact of Hardware Impairment on the Joint Reconfigurable Intelligent Surface and Robust Transceiver Design in MU-MIMO System
Chen, W. Y., Wang, C. Y., Hwang, R. H., Chen, W. T. & Huang, S. Y., 1 May 2024, In: IEEE Transactions on Mobile Computing. 23, 5, p. 3993-4008 16 p.Research output: Contribution to journal › Article › peer-review
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Imperceptible adversarial attack via spectral sensitivity of human visual system
Chiang, C. K., Lin, Y. D., Hwang, R. H., Lin, P. C., Chang, S. Y. & Li, H. T., Jun 2024, In: Multimedia Tools and Applications. 83, 20, p. 59291-59315 25 p.Research output: Contribution to journal › Article › peer-review
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Improving quality of indicators of compromise using STIX graphs
Chen, S. S., Hwang, R. H., Ali, A., Lin, Y. D., Wei, Y. C. & Pai, T. W., Sep 2024, In: Computers and Security. 144, 103972.Research output: Contribution to journal › Article › peer-review
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Intelligent Aerial Relay Deployment for Enhancing Connectivity in Emergency Communications
Nguyen, V. L., Nguyen, L. H., Kuo, J. J., Lin, P. C. & Hwang, R. H., 1 Jun 2024, In: IEEE Transactions on Vehicular Technology. 73, 6, p. 8782-8796 15 p.Research output: Contribution to journal › Article › peer-review
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MITREtrieval: Retrieving MITRE Techniques From Unstructured Threat Reports by Fusion of Deep Learning and Ontology
Huang, Y. T., Vaitheeshwari, R., Chen, M. C., Lin, Y. D., Hwang, R. H., Lin, P. C., Lai, Y. C., Wu, E. H. K., Chen, C. H., Liao, Z. J. & Chen, C. K., 2024, In: IEEE Transactions on Network and Service Management. 21, 4, p. 4871-4887 17 p.Research output: Contribution to journal › Article › peer-review