諶華傑 博士 (Maranus Huajie Chen)
助理教授(研究) 碩導
學校郵箱：hjchen@cityu.edu.mo
辦公電話：(853)8590 2339
辦公地址：澳門城市大學(氹仔)何鴻燊樓S502室
學歷
2024 計算機科學博士, 悉尼科技大學, 澳大利亞
Ph.D. in Computer Science, University of Technology Sydney (UTS), Australia
2020 生物信息碩士, 圖賓根大學, 德國
M.Sc. in Bioinformatics, Eberhard Karls Universität Tübingen, Germany
2016 生物技術學士, 中山大學, 中國
B.Sc. in Biotechnology, Sun Yat-sen University, China
現任
澳門城市大學數據科學學院研究助理教授
曾任教科目
軟件設計工作室 Software Design Studio
信息安全數據分析 Data Analytics in Cybersecurity
隱私保護 Privacy Preserving
研究方向
深度學習安全隱私 Cybersecurity and Privacy in Deep Learning
可信任人工智能 Trustworthy Artificial Intelligence
生物信息學 Bioinformatics
研究及出版
Refereed Articles
Chen H, Zhu T, Ji S, et al. Stand-in Model Protection: Synthetic defense for membership inference and model inversion attacks[J]. Knowledge-Based Systems, 2025, 316: 113339. (CCF-C, JCR:Q1, 中科院1区, IF: 7.2, IF 5Y: 7.4, Year 2024)
Chen H, Zhu T, Zhang L, et al. QUEEN: Query Unlearning against Model Extraction[J]. IEEE Transactions on Information Forensics and Security, 2025. (CCF-A, JCR:Q1, 中科院1区, IF: 6.3, IF 5Y: 7.3, Year 2024)
Chen H, Zhu T, Liu C, et al. High-Frequency Matters: Attack and Defense for Image-Processing Model Watermarking[J]. IEEE Transactions on Services Computing, 2024. (CCF-A, JCR:Q1, 中科院2区, IF: 5.5, IF 5Y: 5.8, Year 2024)
Chen H, Liu C, Zhu T, et al. When deep learning meets watermarking: A survey of application, attacks and defenses[J]. Computer Standards & Interfaces, 2024: 103830. (JCR:Q1, 中科院2区, Impact Factor: 4.1, IF 5Y: 3.2, Year 2024)
Chen H, Ünal A B, Akgün M, et al. Privacy-preserving SVM on outsourced genomic data via secure multiparty computation[C]//Proceedings of the Sixth International Workshop on Security and Privacy Analytics. 2020: 61-69.
Liu C, Chen H, Zhu T, et al. Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack[J]. IEEE Transactions on Dependable and Secure Computing, 2023. (CCF-A, JCR:Q1, 中科院2区, IF: 7.0, IF 5Y: 6.8, Year 2024)
學術獎項
- Faculty of Engineering and Information Technology Scholarship, University of Technology Sydney, 2021 - 2024
- International Research Scholarship, University of Technology Sydney, 2021 – 2024
- ARC Linkage Project Scholarship Top-up, University of Technology Sydney, 2022, 2023, 2024
