Mengyu Ge

According to our database1, Mengyu Ge authored at least 11 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions.
IEEE Netw., March, 2024

2023
FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data.
IEEE Syst. J., September, 2023

Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks.
IEEE Trans. Inf. Forensics Secur., 2023

Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients.
Proceedings of the IEEE INFOCOM 2023, 2023

2022
Secure SVM Services with Multiple Service Providers and Subscribers in the Cloud.
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.
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.
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.
Remote. Sens., 2021

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., 2021

2019
Data Mining Techniques for the Analysis and Prediction in Bioenergy Yield.
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.
ISPRS Int. J. Geo Inf., 2017


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