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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On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things
Chen, Y. T., Hsu, C. Y., Yu, C. M., Barhamgi, M. & Perera, C., 1 1月 2023, 於: IEEE Transactions on Industrial Informatics. 19, 1, p. 551-560 10 p.研究成果: Article › 同行評審
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Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning
Hsu, C. Y., Chen, P. Y., Lu, S., Liu, S. & Yu, C. M., 30 6月 2022, AAAI-22 Technical Tracks 6. Association for the Advancement of Artificial Intelligence, p. 6926-6934 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; 卷 36).研究成果: Conference contribution › 同行評審
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DeepClean: A Robust Deep Learning Technique for Autonomous Vehicle Camera Data Privacy
Adeboye, O., Dargahi, T., Babaie, M., Saraee, M. & Yu, C. M., 2022, 於: IEEE Access. 10, p. 124534-124544 11 p.研究成果: Article › 同行評審
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DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis
Chen, J. W., Yu, C. M., Kao, C. C., Pang, T. W. & Lu, C. S., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 8377-8386 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; 卷 2022-June).研究成果: Conference contribution › 同行評審
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DPView: Differentially Private Data Synthesis Through Domain Size Information
Lin, C. H., Yu, C. M. & Huang, C. Y., 1 9月 2022, 於: IEEE Internet of Things Journal. 9, 17, p. 15886-15900 15 p.研究成果: Article › 同行評審
獎品
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5. Taiwan-Japan Workshop on Security and Dependability Technologies for IoT Devices, Best poster Award
Yu, Chia-Mu (Recipient), 1 1月 2017
獎品: Honorary award
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2022 IEEE International Conference on Consumer Electronics (ICCE)
Chia-Mu Yu (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
Chia-Mu Yu (Participant)
1 1月 2021 → 31 12月 2022活動: Organizing a conference, workshop, ...
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2022 IEEE Consumer Communications and Networking Conference (CCNC)
Chia-Mu Yu (Participant)
1 1月 2020 → 31 1月 2022活動: Organizing a conference, workshop, ...