Mengyu Ge

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Highly Compressed

Top Venues

ISPRS Int. J. Geo Inf.

HPCC/DSS/SmartCity/DependSys

Publications

Haomiao Yang, Mengyu Ge, Dongyun Xue, Kunlan Xiang, Hongwei Li, Rongxing Lu
Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions. IEEE Netw. 38 (2) (2024)
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Xuejun Bai, Hongwei Li
FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data. IEEE Syst. J. 17 (3) (2023)
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Jingwei Li
Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li
Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. INFOCOM (2023)
Mengyu Ge, Haomiao Yang, Xian Ming, Kunlan Xiang
A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios. HPCC/DSS/SmartCity/DependSys (2022)
Ruiheng Lu, Xiaofen Wang, Mengyu Ge, Jiasheng Li, Haomiao Yang
Secure SVM Services with Multiple Service Providers and Subscribers in the Cloud. HPCC/DSS/SmartCity/DependSys (2022)
Yu Wang, Haomiao Yang, Jiasheng Li, Mengyu Ge
A Pragmatic Label-Specific Backdoor Attack. FCS (2022)
Simon Measho, Baozhang Chen, Petri Pellikka, Lifeng Guo, Huifang Zhang, Diwen Cai, Shaobo Sun, Alphonse Kayiranga, Xiaohong Sun, Mengyu Ge
Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa. Remote. Sens. 13 (9) (2021)
Mengyu Ge, Shenghui Fang, Yan Gong, Pengjie Tao, Guang Yang, Wenbing Gong
Understanding the Correlation between Landscape Pattern and Vertical Urban Volume by Time-Series Remote Sensing Data: A Case Study of Melbourne. ISPRS Int. J. Geo Inf. 10 (1) (2021)
Mengyu Ge, Han Liu, Yilin Liu, Changgang Zheng
Data Mining Techniques for the Analysis and Prediction in Bioenergy Yield. AIAM (IEEE) (2019)
Wenbing Gong, Shenghui Fang, Guang Yang, Mengyu Ge
Using a Hidden Markov Model for Improving the Spatial-Temporal Consistency of Time Series Land Cover Classification. ISPRS Int. J. Geo Inf. 6 (10) (2017)