Weixian Liao
Towson University(US)South China University of Technology(CN)
Publications by Year
Research Areas
IoT and Edge/Fog Computing, Smart Grid Security and Resilience, Blockchain Technology Applications and Security, Privacy-Preserving Technologies in Data, Anomaly Detection Techniques and Applications
Most-Cited Works
- → When Machine Learning Meets Blockchain: A Decentralized, Privacy-preserving and Secure Design(2018)208 cited
- → Machine Learning for Security and the Internet of Things: The Good, the Bad, and the Ugly(2019)155 cited
- → Secure Internet of Things (IoT)-Based Smart-World Critical Infrastructures: Survey, Case Study and Research Opportunities(2019)144 cited
- → Towards asynchronous federated learning for heterogeneous edge-powered internet of things(2021)114 cited
- → WSCC: A Weight-Similarity-Based Client Clustering Approach for Non-IID Federated Learning(2022)107 cited
- → Zero Knowledge Clustering Based Adversarial Mitigation in Heterogeneous Federated Learning(2020)103 cited
- Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach(2018)
- → Cascading Failure Attacks in the Power System: A Stochastic Game Perspective(2017)80 cited
- → Towards asynchronous federated learning based threat detection: A DC-Adam approach(2021)66 cited
- → Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations(2017)53 cited