Personal profile
Personal profile
Meng Shen
Professor, Doctoral Supervisor, National Young talent
E-mail: shenmeng at bit.edu.cn
Office Location: 752 Central Teaching Building, Zhongguancun Campus
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More research interests and achievements are available at https://mengshen-office.github.io/
Professor, Doctoral Supervisor, National Young talent
E-mail: shenmeng at bit.edu.cn
Office Location: 752 Central Teaching Building, Zhongguancun Campus
).
More research interests and achievements are available at https://mengshen-office.github.io/
Research Interests
Data Security, Artificial Intelligence Security, Network encryption traffic analysis, Blockchain security
We plan to recruit 1-2 doctoral students and 2-3 master students every year. At the same time, we will accept senior undergraduate students to practice in the research group. Interested students please contact us by email (attach
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Education
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More research interests and achievements are available at https://mengshen-office.github.io/
More research interests and achievements are available at https://mengshen-office.github.io/
Professional Experience
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More research interests and achievements are available at https://mengshen-office.github.io/
More research interests and achievements are available at https://mengshen-office.github.io/
Research Achievement
Second Prize of Beijing Science and Technology Progress Award in 2019.
2019 ACM SICGOMM CHINA Rising Star Award.
2018 CCF- Tencent Rhino Bird Fund Excellence Award.
Best Paper Award of 2018 Blockchain Technology Annual Meeting of China Computer Society.
2017 Excellent Master's degree thesis advisor of Chinese Society of Electronics. Thesis title: Encryption Traffic identification Method based on applied attribute Modeling (10 items nationwide)
2017 Excellent Master's degree thesis advisor of Beijing Institute of Technology. Thesis title: Encryption Traffic Identification Method based on Application attribute modeling.
2018 Excellent Master's degree thesis advisor of Beijing Institute of Technology. Thesis title: Secure query technology of outsourced encrypted data for Cloud Services.
As the person in charge, he undertook more than 10 national, provincial and ministerial scientific research projects such as the National Natural Science Foundation Outstanding Youth Science Fund, the National key research and development program, and the Beijing Natural Science Foundation. He has written 1 English book of Springer, and published more than 60 academic papers in international journals such as IEEE JSAC, IEEE TIFS, IEEE TVT, and ACM CCS, ACM UBICOMP and other conferences. 16 national invention patents were authorized. Selected in the 2020 Beijing Science and Technology New Star Program. He guided the graduate students to win awards such as excellent Master's degree thesis of Chinese Society of Electronics, Best Paper of IEEE/ACM IWQoS 2021 (CCF Class B) International Conference, Best Paper of BlockSys 2022 International Conference, and Best Paper of China Blockchain Technology Conference.
Host Project:
1. Outstanding Youth Science Foundation of National Natural Science Foundation of China, Research on Data Security in Open Network Environment (62222201), 2023.1-2025.12, Chair. 2. Project of National Natural Science Foundation of China, a new method of multi-source data privacy training for demand perception in Machine Learning (61972039), 2020.1-2023.12, Host. 3. Beijing Natural Science Foundation Project, a searchable encryption mechanism to ensure the security of outsourced graph data in Cloud Computing (4192050), 2019.1-2021.12, Hosted. 4. National Key Research and Development Plan Project, Dynamic Cross-domain large-scale distributed trust service Mechanism (2018YFB0803405), 2018.7-2022.6, Sub-project leader.
5. Ccf-huawei Huyanglin Research Foundation, Blockchain Based Data Security and Trusted Collaborative Computing Technology, 2022.01-2022.12, Host.
6. CCF- Tencent Rhinoceros Bird Research Fund, Internet Credit Data Security Sharing Mechanism based on blockchain, 2018.9-2019.10, Host.
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Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders
Jia, J., Shen, M., Yuan, Q., Liu, Y., Wang, J., Kong, J., Huang, L., He, H. & Zhu, L., Apr 2026, In: Frontiers of Computer Science. 20, 4, 2004804.Research output: Contribution to journal › Article › peer-review
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A Unified Framework for Robust Encrypted Malicious Traffic Detection in Adverse Environments via Graph Structure Learning
Zhao, J., Cui, Z., Fu, J., Shen, M. & Li, Q., 2026, In: IEEE Transactions on Network Science and Engineering. 13, p. 245-261 17 p.Research output: Contribution to journal › Article › peer-review
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Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning
Shen, M., Meng, J., Peng, B., Tang, X., Wang, W., Niyato, D. & Zhu, L., 2026, In: IEEE Transactions on Information Forensics and Security. 21, p. 1050-1064 15 p.Research output: Contribution to journal › Article › peer-review
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Enabling Public Verifiable Keyword Search over Encrypted Cloud Data Using Consortium Blockchain
Liu, Y., Wang, W., Zhao, Q., Ying, Z., Shen, M. & Zhu, L., 2026, Blockchain and Trustworthy Systems - 7th International Conference on Blockchain, Artificial Intelligence, and Trustworthy Systems, BlockSys 2025, Revised Selected Papers. Chen, J., Luo, X. & Yu, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 261-273 13 p. (Communications in Computer and Information Science; vol. 2637 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enabling Verifiable Keyword Search Over Encrypted Data via Dynamic Version-Aware Indexing
Liu, Y., Shen, M., Su, Y., Xie, Y., Wang, W., Zhao, Q., Wang, J., Dong, J., Wang, G. & Zhu, L., 2026, In: IEEE Transactions on Network Science and Engineering. 13, p. 3158-3174 17 p.Research output: Contribution to journal › Article › peer-review