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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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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Effective Adversarial Examples Identification of Credit Card Transactions
Tsai, M. Y., Cho, H. H., Yu, C. M., Chang, Y. C. & Chao, H. C., 2024, In: IEEE Intelligent Systems. 39, 4, p. 50-59 10 p.Research output: Contribution to journal › Article › peer-review
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Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
Huang, J. C., Tsai, Y. L., Yang, C. H. H., Su, C. F., Yu, C. M., Chen, P. Y. & Kuo, S. Y., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
Counteracting Side Channels in Cross-user Client-side Deduplicated Cloud Storage
Yu, C. M., 2023, (Accepted/In press) In: IEEE Internet of Things Journal. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
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Expectation-Maximization Estimation for Key-Value Data Randomized with Local Differential Privacy
Horigome, H., Kikuchi, H. & Yu, C. M., 2023, Advanced Information Networking and Applications - Proceedings of the 37th International Conference on Advanced Information Networking and Applications AINA-2023. Barolli, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 501-512 12 p. (Lecture Notes in Networks and Systems; vol. 654 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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/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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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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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, ...