每年專案
個人檔案
研究專長
Data Privacy, Adversarial Machine Learning, Computer and Network Security
教育/學術資格
PhD, 電機工程, National Taiwan University
指紋
查看啟用 Chia-Mu Yu 的研究主題。這些主題標籤來自此人的作品。共同形成了獨特的指紋。
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過去五年中的合作和熱門研究領域
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專案
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Adversarial Examples in Consumer Electronics: Deceptive Threats to AI Systems
Yu, C. M., Cho, H. H., Malekian, R., Jolfaei, A. & Shu, L., 2025, IEEE Consumer Electronics Magazine, 14, 3, p. 25-26 2 p.研究成果: Article
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Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning Through Lens of Rate-Distortion-Perception Trade-Off
Lee, C. Y., Kao, C. C., Yeh, C. H., Lu, C. S., Yu, C. M. & Chen, C. S., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 6465-6474 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).研究成果: Conference contribution › 同行評審
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DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models
Marjit, S., Singh, H., Mathur, N., Paul, S., Yu, C. M. & Chen, P. Y., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 3529-3538 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).研究成果: Conference contribution › 同行評審
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DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase
Lin, C. H., Hsu, C. Y., Yu, C. M., Cao, Y. & Huang, C. Y., 2025, 於: IEEE Internet of Things Journal. 12, 6, p. 7549-7563 15 p.研究成果: Article › 同行評審
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Enhancing can security with ML-based IDS: Strategies and efficacies against adversarial attacks
Lin, Y. D., Chan, W. H., Lai, Y. C., Yu, C. M., Wu, Y. S. & Lee, W. B., 4月 2025, 於: Computers and Security. 151, 104322.研究成果: Article › 同行評審
3 引文 斯高帕斯（Scopus）
獎項
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5. Taiwan-Japan Workshop on Security and Dependability Technologies for IoT Devices, Best poster Award
Yu, C.-M. (Recipient), 1 1月 2017
獎項: Honorary award
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2022 IEEE International Conference on Consumer Electronics (ICCE)
Yu, C.-M. (Participant)
1 1月 2021 → 31 12月 2022活動: Organizing a conference, workshop, ...
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2022 IEEE/IFIP International Conference on Dependable Systems and Networks
Yu, C.-M. (Participant)
1 1月 2021 → 31 12月 2022活動: Organizing a conference, workshop, ...
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2021 IEEE International Conference on Cloud Computing
Yu, C.-M. (Participant)
1 1月 2020 → 31 12月 2021活動: Organizing a conference, workshop, ...