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沈

沈蒙 (Meng Shen)

Beijing Institute of Technology

40H-index
230Paper Count
7.1KCitation Count
Published Papers 85
Publication Date
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Is the Data Really Noisy? Rethinking Traffic Filtering for Encrypted Traffic Classification
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2026-08-19
err0
PREAI
errChungang Lin; Weiyao Zhang; Meng Shen; Yilong Jiang; Tianyu Zuo; Haitong Luo; Yequan Wang; Xuying Meng; Yujun Zhang
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errSave
S-Leak: Practical Leakage-Abuse Attack Against Conjunctive SSE in Cloud Storage
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2026-08-06
err0
PREAI
errYue Su; Meng Shen; Cong Zuo; Qi Li; Yuzhi Liu; Wei Wang; Yong Xie; Liehuang Zhu
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errSave
MSGL: A multi-scale group learning model for insider threat detection
errExpert Systems with Applications
IF7.5
err2026-04-14
err0
errOAAI
errMengxue Pang; Wei Ou; Weizhi Meng; Meng Shen; Qiuling Yue; Wenbao Han
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errSave
Modeling the Performance-Security Trade-Off of Gasper’s Block Proposal Mechanism Under Latency-Driven Attacks
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-14
err0
PREAI
errShuhan Qi; Qinglin Zhao; Zijie Liu; MengChu Zhou; Meng Shen; Peiyun Zhang; Yi Sun
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errSave
Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
PREAI
errMeng Shen; Jin Meng; Bohan Peng; Xiangyun Tang; Wei Wang; Dusit Niyato; Liehuang Zhu
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errSave
SegSub: Balancing Security and Efficiency for Large-Scale Decentralized Data Subscription in Web3
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-12-26
err0
PREAI
errShuang Gao; Qinglin Zhao; Guangcheng Li; Li Feng; Meng Shen; Peiyun Zhang; Yi Sun
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errSave
Enabling Verifiable Keyword Search Over Encrypted Data via Dynamic Version-Aware Indexing
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-12-12
err0
PREAI
errYuzhi Liu; Meng Shen; Yue Su; Yong Xie; Wei Wang; Qinglin Zhao; Jiayang Wang; Jin Dong; Gerui Wang; Liehuang Zhu
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errSave
A Unified Framework for Robust Encrypted Malicious Traffic Detection in Adverse Environments via Graph Structure Learning
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-11-25
err0
PREAI
errJianjin Zhao; Zhiwei Cui; Junsong Fu; Meng Shen; Qi Li
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errSave
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders
errFrontiers of Computer Science
IF4.6
err2025-11-12
err0
PREAI
errJizhe Jia; Meng Shen; Qingjun Yuan; Yong Liu; Jing Wang; Jian Kong; Liang Huang; Haotian He; Liehuang Zhu
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errSave
Body Composition, Aerobic and Anaerobic Capacity Comparison in Collegiate Dancers of Different Dance Styles in China
errJOURNAL OF DANCE MEDICINE & SCIENCE
IF1.6
err2025-10-01
err0
PREAI
errXue, Jingjing; Hong, Ping; Wen, Rou; Shen, Meng; Huang, Siyi
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errSave
Zero Trust-Driven Collaborative Intrusion Detection in Internet of Things: A Continuous Trust Assessment Approach
errIEEE Internet Computing
IF4.4
err2025-09-18
err0
PREAI
errXinxin Wang; Qingjun Yuan; Yongjuan Wang; Jihong Teng; Jing Tao; Meng Shen
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errSave
Frequency dispersion behavior of domain-wall-suppressed single-phase Co2Y ferrite for GHz-frequency applications
errJournal of Alloys and Compounds
IF6.3
err2025-08-28
err0
PREAI
errPeidong Zhang; Xingyu Zhou; Ruyi Hou; Yuhang Zhao; Guohong Zeng; Meng Shen; Qifan Li; Yong Chen; Fu Chen
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errSave
A distributed learning framework with blockchain and privacy-preserving for IoV
errApplied Soft Computing
IF6.6
err2025-08-09
err0
PREAI
errChunhai Li; Yan Long; Yong Ding; Changsong Yang; Chuan Zhang; Meng Shen; Liehuang Zhu
errShare
errSave
Optimal AoI-Based Block Propagation and Incentive Mechanism for Blockchain Networks in Web 3.0
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2025-08-01
err0
PREAI
errJinbo Wen; Jiawen Kang; Zehui Xiong; Hongyang Du; Zhaohui Yang; Dusit Niyato; Meng Shen; Yutao Jiao; Yang Zhang
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errSave
Sustainable aviation fuel and next-generation aircraft: Low-carbon pathway for China's civil aviation industry
errJournal of Environmental Management
IF8.4
err2025-07-11
err0
PREAI
errRui Yan; Bao-Jun Tang; Yu-Jie Hu; Chang-Jing Ji; Kun-Ben Lin; Meng Shen
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errSave
CollFree: Exploiting Full-Duplex Capabilities in WiFi Contention for Enhanced Throughput Efficiency
errIEEE Journal on Selected Areas in Communications
IF17.2
err2025-06-30
err0
PREAI
errQinglin Zhao; Fangxin Xu; Li Feng; MengChu Zhou; Meng Shen; Peiyun Zhang; Yi Sun
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errSave
StealthPath: Privacy-Preserving Path Validation in the Data Plane of Path-Aware Networks
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2025-01-01
err0
PREAI
errLi, Jiliang; Su, Yuan; Lu, Rongxing; Su, Zhou; Meng, Weizhi; Shen, Meng
errShare
errSave
FinBack: Infiltrating Backdoors into Gradient Compressors on Federated Learning
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errXiangyun Tang; Wen Yang; Luyao Peng; Meng Shen; Tao Zhang; Yu Weng; Jiawen Kang; Dusit Niyato
errShare
errSave
ReTrial: Robust Encrypted Malicious Traffic Detection via Discriminative Relation Incorporation and Misleading Relation Correction
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2025-01-01
err0
PREAI
errZhao, Jianjin; Li, Qi; Han, Zewei; Fu, Junsong; Nan, Guoshun; Shen, Meng; Bhargava, Bharat K.
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errSave
ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errXiangyun Tang; Minyang Li; Meng Shen; Jiawen Kang; Liehuang Zhu; Zhiquan Liu; Guomin Yang; Dusit Niyato; Robert H. Deng
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errSave

Research Directions

网络流量大数据分析深度学习技术分析网络流量（特别是加密流量）中蕴含的规律性和特征化信息网络异常检测恶意网站识别网络空间资源探测加密视频服务优化等领域。 数据安全：研究数据安全共享技术机器学习数据隐私保护机制，应用于智慧医疗区块链安全人工智能安全联邦学习等人工智能技术及其应用语音识别系统脆弱性分析安全增加技术研究
Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.1K
X
Xuemin Shen
H-index: 149 · Papers: 2.5K
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
M
MengChu Zhou
H-index: 131 · Papers: 1.7K
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
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