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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Projects
- 8 Finished
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邁向實用化差分隱私資料釋出(3/5)
1/02/22 → 31/01/23
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(2/2)
1/01/22 → 31/12/22
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)
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)
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)
1/02/20 → 31/01/21
Project: Government Ministry › Other Government Ministry Institute
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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 Jan 2023, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 551-560 10 p.Research output: Contribution to journal › Article › peer-review
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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 Jun 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; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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, In: IEEE Access. 10, p. 124534-124544 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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DPView: Differentially Private Data Synthesis Through Domain Size Information
Lin, C. H., Yu, C. M. & Huang, C. Y., 1 Sep 2022, In: IEEE Internet of Things Journal. 9, 17, p. 15886-15900 15 p.Research output: Contribution to journal › Article › peer-review
Prizes
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5. Taiwan-Japan Workshop on Security and Dependability Technologies for IoT Devices, Best poster Award
Yu, Chia-Mu (Recipient), 1 Jan 2017
Prize: Honorary award
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IEEE Internet of Things Journal (Journal)
Chia-Mu Yu (Reviewer)
1 Jan 2021 → …Activity: Publication peer-review and editorial work › Editorial work
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2022 IEEE International Conference on Consumer Electronics (ICCE)
Chia-Mu Yu (Participant)
1 Jan 2021 → 31 Dec 2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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Information (Switzerland) (Journal)
Chia-Mu Yu (Reviewer)
1 Jan 2021Activity: Publication peer-review and editorial work › Editorial work
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2022 IEEE/IFIP International Conference on Dependable Systems and Networks
Chia-Mu Yu (Participant)
1 Jan 2021 → 31 Dec 2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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2021 IEEE International Workshop on Cyber-Physical Systems Security
Chia-Mu Yu (Participant)
1 Oct 2020 → 31 Dec 2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...