Development of an early warning system for network intrusion detection using benford’s law features

首页 > 成果 > 详情

认领

导出

Link by DOI

反馈

作者信息关键词期刊信息会议信息基础信息归属信息摘要

成果类型：

期刊论文、会议论文

作者：

Liuying Sun;Anthony Ho;Zhe Xia;Jiageng Chen;Mingwu Zhang

通讯作者：

Xia, Z.

作者机构：

[Sun L.; Xia Z.] Department of Computer Science and Technology, Wuhan University of Technology, Wuhan, 430063, China

Department of Computer Science, University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom

[Chen J.] Department of Computer Science and Technology, Central China Normal University, Wuhan, 430079, China

[Zhang M.] School of Computers, Hubei University of Technology, Wuhan, 430068, China

[Ho A.] Department of Computer Science and Technology, Wuhan University of Technology, Wuhan, 430063, China, Department of Computer Science, University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom

通讯机构：

[Xia, Z.] D

Department of Computer Science and Technology, China

语种：

英文

期刊：

Communications in Computer and Information Science

ISSN：

1865-0929

年：

2019

卷：

1095

页码：

57-73

会议名称：

5th International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2019

会议论文集名称：

Security and Privacy in Social Networks and Big Data

会议时间：

14 July 2019 through 17 July 2019

主编：

Weizhi Meng<&wdkj&>Steven Furnell

出版者：

Springer, Singapore

ISBN：

978-981-15-0757-1

DOI：

10.1007/978-981-15-0758-8_5

基金类别：

Acknowledgments. This work was partially supported by the National Natural Science Foundation of China (Grant No. 61702212, 61672010) and the Natural Science Foundation of Hubei Province (Grant No. 2017CFB303).

机构署名：

本校为其他机构

院系归属：

计算机学院

摘要：

In order to ensure a high level of security in computer networks, it is important to prevent malicious behaviours from the intruders. However, high volumes of network traffic make it difficult for intrusion detection systems (IDSs) to separate abnormal network traffic from the normal ones. To alleviate this problem, a window-based feature extraction method using the Benford’s law has been proposed in this paper. Our method employs six features of the divergence values, including the first digit and the first three digits of size difference bet...

反馈

产权有误：本人成果被他人认领

数据有误：数据基本信息有误

归属有误：成果的院系归属、机构署名归属有误

其他原因：

验证码：

看不清楚，换一个

确定

取消

成果认领

标题：

用户	作者	通讯作者	--
	请选择	请选择	--

确定

取消

Development of an early warning system for network intrusion detection using benford’s law features

反馈

成果认领

提示

该栏目需要登录且有访问权限才可以访问