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
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Projects
- 7 Finished
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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)
1/08/24 → 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
-
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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Adversarial Attacks Against Shared Knowledge Interpretation in Semantic Communications
Hoang, V.-T., Nguyen, V.-L., Chang, R.-G., Lin, P.-C., Hwang, R.-H. & Duong, T. Q., Apr 2025, In: IEEE Transactions on Cognitive Communications and Networking. 11, 2, p. 1024-1040 17 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
COMAT: A Cybersecurity Ontology based on MITRE ATT&CK
Huang, Y. T., Vaitheeshwari, R., Chen, M. C., Lin, Y. D., Hwang, R. H., Lin, P. C., Lai, Y. C., Wu, E. H. K., Liao, Z. J. & Chen, C. K., 2025, (Accepted/In press) In: IEEE Network. 0b00006493da4587.Research output: Contribution to journal › Article › peer-review
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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, In: IEEE Internet of Things Journal. 12, 12, p. 20556-20571 16 p.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
1 Scopus citations -
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
3 Scopus citations