Yanle Liu

Title: Yanle Liu - Innovator in Industrial Internet Data Security

Introduction

Yanle Liu is a prominent inventor based in Yantai, China. He has made significant contributions to the field of data security within the industrial Internet sector. His innovative approach focuses on enhancing the detection of abnormal nodes, which is crucial for maintaining the integrity and security of industrial data systems.

Latest Patents

Yanle Liu holds a patent titled "Method and system for detecting abnormal nodes in industrial internet, and medium and device." This invention belongs to the technical field of data security for the industrial Internet. It provides a comprehensive method and system for detecting abnormal nodes, which involves transforming local node data into graphic data. The process includes using a spectral clustering algorithm to cluster node data of the same category before local model training. The trained features are then uploaded to a trusted third-party server for global feature aggregation, ensuring a robust and secure data environment.

Career Highlights

Yanle Liu is affiliated with Yantai University, where he continues to advance research in data security and industrial Internet technologies. His work has garnered attention for its innovative methodologies and practical applications in real-world scenarios.

Collaborations

Yanle Liu collaborates with notable colleagues, including Zhaowei Liu and Zhifei Lu. Their combined expertise contributes to the development of cutting-edge solutions in the field of industrial Internet security.

Conclusion

Yanle Liu's contributions to the industrial Internet through his patent and research at Yantai University highlight his role as a key innovator in data security. His work not only addresses current challenges but also paves the way for future advancements in the field.