Mengyu Ge

According to our database, Mengyu Ge authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions.

Haomiao Yang, Mengyu Ge, Dongyun Xue, Kunlan Xiang, Hongwei Li, Rongxing Lu

IEEE Netw., March, 2024

2023

FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data.

Haomiao Yang, Mengyu Ge, Kunlan Xiang, Xuejun Bai, Hongwei Li

IEEE Syst. J., September, 2023

Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks.

Haomiao Yang, Mengyu Ge, Kunlan Xiang, Jingwei Li

IEEE Trans. Inf. Forensics Secur., 2023

Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients.

Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Secure SVM Services with Multiple Service Providers and Subscribers in the Cloud.

Ruiheng Lu, Xiaofen Wang, Mengyu Ge, Jiasheng Li, Haomiao Yang

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios.

Mengyu Ge, Haomiao Yang, Xian Ming, Kunlan Xiang

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

A Pragmatic Label-Specific Backdoor Attack.

Yu Wang, Haomiao Yang, Jiasheng Li, Mengyu Ge

Proceedings of the Frontiers in Cyber Security - 5th International Conference, 2022

2021

Assessment of Vegetation Dynamics and Ecosystem Resilience in the Context of Climate Change and Drought in the Horn of Africa.

Simon Measho, Baozhang Chen, Petri Pellikka, Lifeng Guo, Huifang Zhang, Diwen Cai, Shaobo Sun, Alphonse Kayiranga, Xiaohong Sun, Mengyu Ge

Remote. Sens., 2021

Understanding the Correlation between Landscape Pattern and Vertical Urban Volume by Time-Series Remote Sensing Data: A Case Study of Melbourne.

Mengyu Ge, Shenghui Fang, Yan Gong, Pengjie Tao, Guang Yang, Wenbing Gong

ISPRS Int. J. Geo Inf., 2021

2019

Data Mining Techniques for the Analysis and Prediction in Bioenergy Yield.

Mengyu Ge, Han Liu, Yilin Liu, Changgang Zheng

Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2017

Using a Hidden Markov Model for Improving the Spatial-Temporal Consistency of Time Series Land Cover Classification.

Wenbing Gong, Shenghui Fang, Guang Yang, Mengyu Ge

ISPRS Int. J. Geo Inf., 2017