Research on Asset Recognition Algorithm of Information Security Product Based on Decision Tree Algorithm

Author:

Shuai Fei1,Li Jun Quan1

Affiliation:

1. Zhengzhou Information Science and Technology Institute

Abstract

In current, there are complex relationship between the assets of information security product. According to this characteristic, we propose a new asset recognition algorithm (ART) on the improvement of the C4.5 decision tree algorithm, and analyze the computational complexity and space complexity of the proposed algorithm. Finally, we demonstrate that our algorithm is more precise than C4.5 algorithm in asset recognition by an application example whose result verifies the availability of our algorithm.Keywordsdecision tree, information security product, asset recognition, C4.5

Publisher

Trans Tech Publications, Ltd.

Reference8 articles.

1. Fu Li, Liu Jiawei, Zhou Xianlin. Information Property Recognition Based on Applied Systems [J]. Journal of China Communications Technology, Vol. 40, No. 12, 2007: 238-240.

2. Fan Jianhua, Xue Yanlong. Information Property Recognition Based on Level Systems[J]. Journal of China Standard Science,No. 9, 2009: 64-68.

3. Liu Shenyu,He Xi,Gong Daofu. Bayesian Decision Based Method for Assets Recognition of Risk Assessment[C]. Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing,2010: 380-383.

4. Yang Yan, Liu Jianhua, Tian Dongping. Information Property Recognition Based on Decision Tree Arithmetic[J]. Journal of China Modern Electronics Technique, No. 23, 2010: 77-84.

5. QUINLAN J R. Induction of decision tree[J]. Machine Learning, 1986(1): 81-106.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research on Edge Security Analysis Method Based on Decision Tree;2023 IEEE 5th International Conference on Power, Intelligent Computing and Systems (ICPICS);2023-07-14

2. College public sports culture practice based on decision tree algorithm;Personal and Ubiquitous Computing;2019-07-30

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3