Fulian Technology Applies for Blockchain Trusted Sensor Anomaly Detection Patent, Improving K-medoids Algorithm to Enhance Detection Efficiency

Fulian Technology Applies for Blockchain Trusted Sensor Anomaly Detection Patent, Improving K-medoids Algorithm to Enhance Detection EfficiencyFinancial World, November 12, 2024 - According to information from the State Intellectual Property Office, Fujian Fulian Technology Co., Ltd

Fulian Technology Applies for Blockchain Trusted Sensor Anomaly Detection Patent, Improving K-medoids Algorithm to Enhance Detection Efficiency

Financial World, November 12, 2024 - According to information from the State Intellectual Property Office, Fujian Fulian Technology Co., Ltd. has applied for a patent titled "A Blockchain Trusted Sensor Anomaly Detection Method Based on Trust Value Improved K-medoids", with a publication number of CN118921176A, and an application date of May 2023.

This patent aims to address the anomaly detection problem in blockchain trusted sensors (BTS), proposing an anomaly detection method based on trust value improved K-medoids. The method introduces the concept of trust value to update trust values for BTS nodes participating in consensus. It utilizes the improved K-medoids clustering algorithm to cluster BTS nodes into multiple groups and determine central nodes. When a new transaction request arrives, the system identifies BTS nodes with different voting results in the same partition compared to other nodes as abnormal target sets based on the voting results. Combining these nodes with those having credit values below 60 points, the system ultimately determines the abnormal nodes.

The patent abstract highlights the advantages of this method:

• The improved K-medoids clustering algorithm is more tailored to the practical needs of BTS applications, enabling more accurate and efficient identification of abnormal BTS nodes.

• The clustering results exhibit strong stability, maintaining a high detection rate for abnormal BTS nodes in various environments.

The application for this patent demonstrates Fulian Technology's ongoing exploration and innovation in the field of blockchain security, committed to enhancing the security and reliability of blockchain trusted sensor networks. In the future, as blockchain technology application scenarios continue to expand, the demand for trusted sensor network security will also increase. Fulian Technology's anomaly detection method based on trust value improved K-medoids is expected to play a significant role in practical applications.