Liu, Yi

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach

Liu, Y., Yu, J. J. Q., Kang, J., Niyato, D., & Zhang, S. (2020) · IEEE Internet of Things Journal

Privacy-Preserving Technologies in DataTraffic Prediction and Management Techniques

Cited by 712

A Secure Federated Learning Framework for 5G Networks

Liu, Y., Peng, J., Kang, J., Iliyasu, A. M., Niyato, D., & El-Latif, A. A. A. (2020) · IEEE Wireless Communications

Privacy-Preserving Technologies in DataBlockchain Technology Applications and Security

Cited by 290

Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms

Liu, Y., Nie, J., Li, X., Ahmed, S. H., Lim, W. Y. B., & Miao, C. (2020) · arXiv

Air Quality Monitoring and ForecastingPrivacy-Preserving Technologies in Data

Cited by 227

Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms

Liu, Y., Nie, J., Li, X., Ahmed, S. H., Lim, W. Y. B., & Miao, C. (2021) · IEEE Internet of Things Journal

Air Quality Monitoring and ForecastingPrivacy-Preserving Technologies in Data

Cited by 227

Prompt Injection attack against LLM-integrated Applications

Liu, Y., Deng, G., Li, Y., Wang, K., Wang, Z., Wang, X., Zhang, T., Liu, Y., Wang, H., Zheng, Y., et al. (2023) · arXiv

Adversarial Robustness in Machine LearningWeb Application Security Vulnerabilities

Cited by 100

Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories

Zhu, Y., Liu, Y., Yu, J. J. Q., & Yuan, X. (2022) · IEEE Transactions on Intelligent Transportation Systems

Privacy-Preserving Technologies in DataHuman Mobility and Location-Based Analysis

Cited by 79

Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach

Zhu, Y., Ye, Y., Liu, Y., & Yu, J. J. Q. (2022) · IEEE Transactions on Intelligent Transportation Systems

Traffic Prediction and Management TechniquesTransportation Planning and Optimization

Cited by 35