基于大数据技术的多串口通信信息流匿名重构方法  

Anonymous Reconstruction Method of Multi-Serial Port Communication Information Flow Based on Big Data Technology

作　　者：陈龙 CHEN Long(Zhongbo Information Technology Research Institute Co.,Ltd.,Nanjing 210012,China)

机构地区：[1]中博信息技术研究院有限公司,江苏南京210012

出　　处：《通信电源技术》2024年第14期182-184,248,共4页Telecom Power Technology

摘　　要：现有的多串口通信信息流匿名重构技术不能完全保护数据的隐私,在重构过程中会损失部分数据信息。针对这一问题,文章提出一种基于大数据技术的新型重构方法,利用设计的重构系统对通信信息进行一系列的处理分析,并使用Hadoop分布式文件软件存储大规模数据集。同时,采用高级加密标准(Advanced Encryption Standard,AES)对敏感信息进行加密。最后,利用大数据可视化技术以图形或图表形式展示分析结果。经过实验测试,所提方法在保护隐私信息的同时能有效重构数据,具有一定的准确性和实时性,为通信信息的隐私保护和重构提供了有力支持。The existing anonymous reconstruction technology of multi-serial communication information flow can not completely protect the privacy of data,and some data information will be lost during the reconstruction process.To solve this problem,this paper proposes a new reconstruction method based on big data technology,which uses the designed reconstruction system to process and analyze the communication information,and uses Hadoop distributed file software to store large-scale data sets.At the same time,Advanced Encryption Standard(AES)is adopted to encrypt sensitive information.Finally,the big data visualization technology is used to display the analysis results in the form of graphs or charts.Experiments show that the proposed method can effectively reconstruct data while protecting privacy information,and has certain accuracy and real-time performance,which provides strong support for privacy protection and reconstruction of communication information.

关 键 词：大数据技术 多串口 通信信息 匿名重构 

分 类 号：TN918[电子电信—通信与信息系统]