Projects per year
Personal profile
Research Interests
Data Privacy, Adversarial Machine Learning, Computer and Network Security
Education/Academic qualification
PhD, Electrical Engineering, National Taiwan University
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Dive into the research topics where Chia-Mu Yu 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
Projects
- 7 Finished
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邁向實用化差分隱私資料釋出(3/5)
Yu, C.-M. (PI)
1/02/22 → 31/01/23
Project: Government Ministry › Other Government Ministry Institute
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對差分隱私資料集做可重新識別風險的評估(2/2)
Yu, C.-M. (PI)
1/03/21 → 28/02/23
Project: Government Ministry › Other Government Ministry Institute
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邁向實用化差分隱私資料釋出(2/5)
Yu, C.-M. (PI)
1/02/21 → 31/01/22
Project: Government Ministry › Other Government Ministry Institute
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邁向實用化差分隱私資料釋出(1/5)
Yu, C.-M. (PI)
1/02/20 → 31/01/21
Project: Government Ministry › Other Government Ministry Institute
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具資料去重複化的雲端儲存上的旁通道(1/2)
Yu, C.-M. (PI)
1/01/20 → 31/12/21
Project: Government Ministry › Other Government Ministry Institute
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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.Research output: Contribution to specialist publication › 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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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, In: IEEE Internet of Things Journal. 12, 6, p. 7549-7563 15 p.Research output: Contribution to journal › Article › peer-review
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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., Apr 2025, In: Computers and Security. 151, 104322.Research output: Contribution to journal › Article › peer-review
3 Scopus citations
Prizes
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5. Taiwan-Japan Workshop on Security and Dependability Technologies for IoT Devices, Best poster Award
Yu, C.-M. (Recipient), 1 Jan 2017
Prize: Honorary award
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2022 IEEE International Conference on Consumer Electronics (ICCE)
Yu, C.-M. (Participant)
1 Jan 2021 → 31 Dec 2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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2022 IEEE/IFIP International Conference on Dependable Systems and Networks
Yu, C.-M. (Participant)
1 Jan 2021 → 31 Dec 2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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Information (Switzerland) (Journal)
Yu, C.-M. (Reviewer)
1 Jan 2021Activity: Publication peer-review and editorial work › Editorial work
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IEEE Internet of Things Journal (Journal)
Yu, C.-M. (Reviewer)
1 Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work
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2021 IEEE International Conference on Cloud Computing
Yu, C.-M. (Participant)
1 Jan 2020 → 31 Dec 2021Activity: Participating in or organizing an event › Organizing a conference, workshop, ...