China Mobile Applies for Blockchain Transaction Anomaly Detection Patent, Enhancing Security and Efficiency

China Mobile Applies for Blockchain Transaction Anomaly Detection Patent, Enhancing Security and EfficiencyFinancial World, December 18, 2024 China Mobile Information Technology Co., Ltd

China Mobile Applies for Blockchain Transaction Anomaly Detection Patent, Enhancing Security and Efficiency

Financial World, December 18, 2024 China Mobile Information Technology Co., Ltd. has applied for a patent titled "Method and Related Product for Detecting Anomalies in Blockchain Transactions," with publication number CN119130465A and an application date of August 2024, according to the State Intellectual Property Office. The core of this patented technology lies in improving the security and efficiency of blockchain transactions. By implementing a more precise anomaly detection mechanism, it effectively reduces risks and ensures transaction reliability.

The patent abstract details the specific steps and processes of the method. First, the method acquires business metric data from the blockchain transaction platform across different periods. Specifically, it acquires first-period metric data and second-period metric data. A key innovation is the dynamic adjustment of the target confidence level based on the development stage of the second period. This means the system doesn't use a fixed standard but flexibly sets detection thresholds based on the actual situation, thus enhancing detection accuracy and sensitivity.

During data comparison, if the second-period metric data is less than the first-period data, the system selects a target threshold determination model corresponding to the target confidence level from multiple preset threshold models. This demonstrates the method's multi-layered, multi-dimensional data analysis capabilities, effectively mitigating misjudgment risks associated with single-indicator analysis.

Next, the system generates a judgment threshold matching the second period based on the first dataset and the target threshold determination model. This step ensures the reasonableness and effectiveness of the judgment standard, avoiding errors caused by data fluctuations. Finally, the system compares the change rate from the first to the second metric data with the judgment threshold. If the change rate exceeds the judgment threshold, the system determines that the blockchain transaction platform has an anomaly.

The patent's advantages lie in its ability to more accurately detect transaction anomalies. By dynamically adjusting the target confidence level and incorporating multi-layered data analysis, the method significantly improves detection sensitivity and accuracy. This is crucial for ensuring the stable operation of blockchain transaction platforms and maintaining transaction security. In practical application, this means potential risks can be identified and addressed more promptly, reducing economic losses and protecting user rights.

This patent application is significant because it not only provides new technical means for blockchain security protection but also strongly supports China Mobile's technological innovation in the blockchain field. As blockchain technology continues to develop and its application scenarios expand, the demands for security and reliability are increasing. China Mobile's patented technology will provide crucial technical safeguards for the healthy development of blockchain technology.

This technology offers significant advantages in enhancing blockchain transaction security. Traditional anomaly detection methods often struggle to adapt to complex transaction environments and constantly changing data characteristics, leading to misjudgments or missed detections. China Mobile's patented technology effectively solves this problem by dynamically adjusting the target confidence level and incorporating multi-layered data analysis, significantly improving the accuracy and sensitivity of anomaly detection.

Furthermore, the technology can effectively improve the efficiency of blockchain transaction platforms. By promptly identifying and handling abnormal transactions, it prevents system failures or data loss caused by such transactions, ensuring stable platform operation and improving transaction efficiency. This is particularly significant for applications with high requirements for transaction speed and reliability, such as financial payments and supply chain management.

This patent application demonstrates China Mobile's technical strength and innovative capabilities in the blockchain field. As a leading domestic communications operator, China Mobile has actively participated in the research and development and application of blockchain technology. The successful application of this patent marks a new breakthrough for China Mobile in the field of blockchain security.

This technology is expected to see widespread application in the blockchain field, providing strong technical support for building a more secure, reliable, and efficient blockchain ecosystem. With the continuous expansion of blockchain technology application scenarios, the demand for security and reliability is also growing. China Mobile's patented technology will provide important technical guarantees to meet these needs, promoting the continuous development and innovation of blockchain technology. The application of this technology will undoubtedly have a positive impact on the security and reliability of blockchain technology, paving the way for its application in more fields.

More precise anomaly detection reduces the need for manual intervention, lowering operating costs and improving overall efficiency. This means the technology is not only important to China Mobile itself but also provides valuable reference and impetus for the entire blockchain industry. In the future, we can expect further refinement and application of this technology, contributing to the creation of a more secure, reliable, and efficient digital economy ecosystem. China Mobile's continued innovation brings more possibilities to the future development of blockchain technology.