Research output per year
Research output per year
Personal profile
Biography
Yifeng Zheng is an Assistant Professor with the Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University (PolyU). Before that, he was a faculty member at Harbin Institute of Technology, Shenzhen. He received a PhD in computer science from City University of Hong Kong in 2019. He was a postdoctoral fellow with Commonwealth Scientific and Industrial Research Organisation, Sydney, Australia. His current research interests are focused on machine learning security and privacy, secure networked systems, and secure outsourced computation. His research works have been published in top-tier conferences and journals, such as USENIX Security, CCS, VLDB, ESORICS, AsiaCCS, DSN, TIFS, TDSC, TKDE, TPDS, and TC. He currently serves as an Associate Editor for IEEE Transactions on Services Computing. He serves/served on the technical program committee of many major international conferences, such as USENIX Security'26, EuroS&P'25-26, PETS'25-26, AsiaCCS'25, PAKDD'25, CIKM'24, WISE'24, and ICDCS'24. He has been honored to receive the Distinguished Paper Award from ACM CCS 2025 and the Best Paper Award from ESORICS 2021.
Research interests
- Machine learning security and privacy
- Secure networked systems
- Secure outsourced computation
Education/Academic qualification
Doctor of Philosophy, City University of Hong Kong
Bachelor of Engineering, South China University of Technology
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Research output
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Division and Union: Latent Model Watermarking
Dai, Z., Gao, Y., Kuang, B., Zheng, Y., Mian, A., Wang, R. & Fu, A., Sept 2025, In: IEEE Transactions on Information Forensics and Security. p. 9523 - 9538 16 p., 11153578.Research output: Journal article publication › Journal article › Academic research › peer-review
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Enabling Reliable and Anonymous Data Collection for Fog-Assisted Mobile Crowdsensing with Malicious User Detection
Song, M., Hua, Z., Zheng, Y., Lan, R., Liao, Q. & Xu, G., Aug 2025, In: IEEE Transactions on Mobile Computing. p. 1-17 17 p., 11145334.Research output: Journal article publication › Journal article › Academic research › peer-review
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Enabling Secure Auditing and Deduplication in Multi-replica Cloud Storage
Hua, Z., Wang, Z., Song, M., Zheng, Y., Xu, G. & Jia, X., Jul 2025, In: IEEE Transactions on Dependable and Secure Computing.Research output: Journal article publication › Journal article › Academic research › peer-review
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Enabling Verifiable Search and Integrity Auditing in Encrypted Decentralized Storage Using One Proof
Song, M., Hua, Z., Zheng, Y., Liao, Q. & Jia, X., May 2025, In: IEEE Transactions on Computers. p. 2731-2744Research output: Journal article publication › Journal article › Academic research › peer-review
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Google Map-based Password Authentication Systems Using Tolerant Distance and Homomorphic Encryption
Zhou, Z., Yang, C. N., Wang, S., Nan, G., Cimato, S., Zheng, Y. & Wang, Q., Mar 2025, In: IEEE Transactions on Dependable and Secure Computing. p. 1-16 10919129.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus)
Prizes
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Distinguished Paper Award at ACM Conference on Computer and Communications Security (CCS) 2025
Xu, S. (Recipient), Zheng, Y. (Recipient) & Hua, Z. (Recipient), Oct 2025
Prize: Prize (research)
Activities
- 1 Editorial work for journals
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IEEE Transactions on Services Computing (Journal)
Zheng, Y. (Associate editor)
Mar 2025 → …Activity: Publication peer-review and editorial work › Editorial work for journals