Novel role analysis method for network domain users

Xiao-feng XU; Li YANG; Wei WANG

doi:10.11959/j.issn.2096-109x.2017.00128

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Novel role analysis method for network domain users

academic paper | 更新时间：2024-06-03

- Novel role analysis method for network domain users
- Chinese Journal of Network and Information Security Vol. 3, Issue 3, Pages: 22-27(2017)
- 作者机构：
  
  1. 通信信息控制和安全技术重点实验室，浙江嘉兴 314033
  2. 中国电子科技集团公司第三十六研究所，浙江嘉兴 314033
  3. 西安电子科技大学网络与信息安全学院，陕西西安 710071
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-109x.2017.00128
  CLC： TP393
- Online First：2017-03，
  
  Published：15 March 2017
- 稿件说明：
移动端阅览
Xiao-feng XU, Li YANG, Wei WANG. Novel role analysis method for network domain users[J]. Chinese Journal of Network and Information Security, 2017, 3(3): 22-27.
DOI：

Xiao-feng XU, Li YANG, Wei WANG. Novel role analysis method for network domain users[J]. Chinese Journal of Network and Information Security, 2017, 3(3): 22-27. DOI： 10.11959/j.issn.2096-109x.2017.00128.

摘要

提出了一种新颖的网络角色识别算法。该算法首先利用ISODATA方法对网络事件用户行为进行聚类分析；在此基础上，改进混合式蚁群（HBACA）算法，对网络事件中各用户积累行为进行持续分析，从而识别该事件执行过程中各用户所起的作用。仿真结果表明，该算法可以分清网络用户层次关系，获得事件中起主导作用的网络用户。

Abstract

A novel role analysis method for network domain users was proposed.Firstly

the algorithm used ISODATA algorithm to cluster network events for user behavior analysis

on the basis of conditions

the method search relationships between varieties of grouping sets in the network instance

and identify each user role in the performing process of network instance.Finally

simulation results show that the effectiveness of the proposed algorithm can distinguish the network user hierarchy and obtain the dominant roles about network users.

关键词

Keywords

references

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