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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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
1 引文 斯高帕斯（Scopus） -
Deepfake Detection through Temporal Attention
Wu, H. F., Hsu, C. Y., Lin, C. H., Yu, C. M. & Huang, C. Y., 2024, 2024 33rd Wireless and Optical Communications Conference, WOCC 2024. Institute of Electrical and Electronics Engineers Inc., p. 109-113 5 p. (2024 33rd Wireless and Optical Communications Conference, WOCC 2024).研究成果: Conference contribution › 同行評審
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DEFENDING AGAINST CLEAN-IMAGE BACKDOOR ATTACK IN MULTI-LABEL CLASSIFICATION
Lee, C. Y., Tsai, C. C., Kao, C. C., Lu, C. S. & Yu, C. M., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5500-5504 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).研究成果: Conference contribution › 同行評審
1 引文 斯高帕斯（Scopus） -
Effective Adversarial Examples Identification of Credit Card Transactions
Tsai, M. Y., Cho, H. H., Yu, C. M., Chang, Y. C. & Chao, H. C., 2024, 於: IEEE Intelligent Systems. 39, 4, p. 50-59 10 p.研究成果: Article › 同行評審
1 引文 斯高帕斯（Scopus） -
Neural Network-based Functional Degradation for Cyber-Physical Systems
Huang, Z. H., Wu, Y. S., Lin, Y. D., Yu, C. M. & Lee, W. B., 2024, Proceedings - 2024 IEEE 24th International Conference on Software Quality, Reliability and Security, QRS 2024. Institute of Electrical and Electronics Engineers Inc., p. 425-434 10 p. (IEEE International Conference on Software Quality, Reliability and Security, QRS).研究成果: Conference contribution › 同行評審
1 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, ...