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马尔科夫聚类改进敏感信息自动监测 被引量:5
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作者 杜军龙 周剑涛 王磊 《机械设计与制造》 北大核心 2020年第5期134-137,共4页
异常节点监影响通信网络路由性能,其敏感信息有利于发现网络攻击行为。为此,针对通信网络异常节点及其敏感信息监测,提出基于马尔可夫聚类改进的通信网络异常节点敏感信息监测方法。算法基于网络采集并预处理的流数据建立能够表征网络... 异常节点监影响通信网络路由性能,其敏感信息有利于发现网络攻击行为。为此,针对通信网络异常节点及其敏感信息监测,提出基于马尔可夫聚类改进的通信网络异常节点敏感信息监测方法。算法基于网络采集并预处理的流数据建立能够表征网络状态的邻接矩阵;然后在分析敏感词距离及敏感信息敏感度基础上,对邻接矩阵进行马尔可夫聚类处理,根据核心聚类节点在聚类前后的结构差异,实现通信网络中的敏感信息的自动监测。实验结果验证了算法在监测识别敏感信息方面的有效性和准确率。 展开更多
关键词 通信网络异常 敏感信息监测 马尔科夫 网络流聚类
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SCMR:a semantic-based coherence micro-cluster recognition algorithm for hybrid web data stream 被引量:2
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作者 王珉 Wang Yongbin Li Ying 《High Technology Letters》 EI CAS 2016年第2期224-232,共9页
Data aggregation from various web sources is very significant for web data analysis domain. In ad- dition, the recognition of coherence micro cluster is one of the most interesting issues in the field of data aggregat... Data aggregation from various web sources is very significant for web data analysis domain. In ad- dition, the recognition of coherence micro cluster is one of the most interesting issues in the field of data aggregation. Until now, many algorithms have been proposed to work on this issue. However, the deficiency of these solutions is that they cannot recognize the micro-cluster data stream accurately. A semantic-based coherent micro-cluster recognition algorithm for hybrid web data stream is nronosed.Firstly, an objective function is proposed to recognize the coherence micro-cluster and then the coher- ence micro-cluster recognition algorithm for hybrid web data stream based on semantic is raised. Fi- 展开更多
关键词 hybrid web data stream coherence micro-clustering entity unified object coher-ence semantic computing
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