Research output per year
Research output per year
Personal profile
Biography
Dr. Haibo Hu is a professor with the Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University and the programme leader of BSc (Hons) in Information Security. His research interests include cybersecurity, data privacy, and adversarial machine learning. He has published over 150 research papers in refereed journals, international conferences, and book chapters. As principal investigator, he has received over 25 million HK dollars of external research grants from Hong Kong and mainland China. He is an associate editor of IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Information Forensics and Security (TIFS), and ACM Transactions on Privacy and Security (TOPS). He also served in the organizing committee of many international conferences, such as EAI SPNCE 2023, ACM GIS 2020, IEEE ICDSC 2020, and IEEE MDM 2019, and in the programme committee of dozens of international conferences, including VLDB, ICDE, CIKM, SDM, and ICDM. He is the recipient of a number of titles and awards, including IEEE MDM 2019 Best Paper Award, WAIM Distinguished Young Lecturer, ICDE 2020 Outstanding Reviewer, VLDB 2018 Distinguished Reviewer, ACM-HK Best PhD Paper, Microsoft Imagine Cup, and GS1 Internet of Things Award. He is a senior member of ACM, IEEE and CCF, and a certified Cisco CCNA Security Trainer.
Research interests
- Data privacy
- IoT and network security
- Adversarial machine learning
- Mobile and spatiotemporal databases
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Bachelor of Engineering, Shanghai Jiao Tong University
Doctor of Philosophy, The Hong Kong University of Science and Technology
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Collaborations and top research areas from the last five years
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Research output
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A data-driven rule-base approach for carbon emission trend forecast with environmental regulation and efficiency improvement
Yang, L. H., Ye, F. F., Hu, H., Lu, H., Wang, Y. M. & Chang, W. J., Mar 2024, In: Sustainable Production and Consumption. 45, p. 316-332 17 p.Research output: Journal article publication › Journal article › Academic research › peer-review
3 Citations (Scopus) -
CGP: Centroid-guided Graph Poisoning for Link Inference Attacks in Graph Neural Networks
Tian, H., Hu, H. & Ye, Q., Jan 2024, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 554-561 8 p. 10386501. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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COLE: A Column-based Learned Storage for Blockchain Systems
Zhang, C., Xu, C., Hu, H. & Xu, J., Feb 2024, Proceedings of the 22nd USENIX Conference on File and Storage Technologies, FAST 2024. USENIX Association, p. 329-345 17 p. 199492. (Proceedings of the 22nd USENIX Conference on File and Storage Technologies, FAST 2024).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
4 Citations (Scopus) -
DeepMark: A Scalable and Robust Framework for DeepFake Video Detection
Tang, L., Ye, Q., Hu, H., Xue, Q., Xiao, Y. & Li, J., 6 Feb 2024, In: ACM Transactions on Privacy and Security. 27, 1, p. 1-26 9.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Differentially Private Graph Neural Networks for Link Prediction
Ran, X., Ye, Q. (Corresponding Author), Hu, H., Huang, X., Xu, J. & Fu, J., 2024, (Accepted/In press) EEE International Conference on Data Engineering (ICDE).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Prizes
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Best Paper Award
Yao, L. (Recipient), Wang, X. (Recipient), Wang, X. (Recipient), Hu, H. (Recipient) & Wu, G. (Recipient), Jun 2019
Prize: Prize (research)
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Best Paper Award
Wen, T. (Recipient), Hu, H. (Recipient) & Zheng, H. (Recipient), Mar 2021
Prize: Prize (research)
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Best Theory Paper Award (FML)
Zheng, H. (Recipient), Hu, H. (Recipient) & Han, Z. (Recipient), Aug 2019
Prize: Prize (research)
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Outstanding Reviewer Award
Hu, H. (Recipient), Apr 2020
Prize: Honorary award › Honorary award (research)
Activities
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IEEE Transactions on Information Forensics and Security (Journal)
Hu, H. (Associate editor)
Nov 2023Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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IEEE Transactions on Knowledge and Data Engineering (Journal)
Hu, H. (Associate editor)
Nov 2023 → …Activity: Publication peer-review and editorial work › Editorial work for journals
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ACM Transactions on Privacy and Security (Journal)
Hu, H. (Editorial board member)
2022Activity: Publication peer-review and editorial work › Editorial work for journals
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ACM Transactions on Multimedia Computing, Communications and Applications (Journal)
Hu, H. (Guest editor)
Nov 2023 → Apr 2025Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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IEEE (External organisation)
Hu, H. (Member)
20 Jun 2020Activity: Office holder / membership of professional bodies › Office holder / member of network