When Machine Learning Meets Blockchain: A Decentralized, Privacy-preserving and Secure Design

Xuhui Chen, Jinlong Ji, Changqing Luo, +2

EngineeringMachine LearningPrivacy-preserving TechniquesInformation SecurityBig Data Era +18

Machine Learning for Security and the Internet of Things: The Good, the Bad, and the Ugly

Fan Liang, William G. Hatcher, Weixian Liao, +2

IEEE Access

EngineeringMachine LearningInformation SecurityAi FoundationCyber Threats +19

Secure Internet of Things (IoT)-Based Smart-World Critical Infrastructures: Survey, Case Study and Research Opportunities

Xing Liu, Cheng Qian, William G. Hatcher, +3

IEEE Access

EngineeringSmart CityInformation SecurityIot CommunicationSmart Manufacturing +20

Towards asynchronous federated learning for heterogeneous edge-powered internet of things

Zheyi Chen, Weixian Liao, Kun Hua, +2

Digital Communications and Networks

WSCC: A Weight-Similarity-Based Client Clustering Approach for Non-IID Federated Learning

Tian Pu, Weixian Liao, Wei Yu, +1

IEEE Internet of Things Journal

Zero Knowledge Clustering Based Adversarial Mitigation in Heterogeneous Federated Learning

Zheyi Chen, Tian Pu, Weixian Liao, +1

IEEE Transactions on Network Science and Engineering

Artificial IntelligenceEngineeringMachine LearningZero Knowledge ClusteringFederated Structure +16

Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach

Yifan Guo, Weixian Liao, Qianlong Wang, +3

Asian Conference on Machine Learning

Anomaly DetectionMachine LearningData ScienceData MiningEngineering +3

Cascading Failure Attacks in the Power System: A Stochastic Game Perspective

Weixian Liao, Sergio Salinas, Ming Li, +2

IEEE Internet of Things Journal

Failure AttacksEngineeringCritical Infrastructure ProtectionQ-cfa Learning AlgorithmInformation Security +20

Towards asynchronous federated learning based threat detection: A DC-Adam approach

Tian Pu, Zheyi Chen, Wei Yu, +1

Computers & Security

Artificial IntelligenceEngineeringMachine LearningData ScienceThreat Detection +3

Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems of Equations

Sergio Salinas, Changqing Luo, Xuhui Chen, +2

IEEE Transactions on Big Data