A Cyberspace Security Situation Awareness Model Based on Complex Network

被引：0

作者：

Wu, Zhitao ^{[1
]}

Liu, Jie ^{[1
]}

Xu, Siyan ^{[1
]}

机构：

[1] Minist Ind & Informat Technol Gen Qual Technol &, Key Lab, Informat Secur Res Ctr, China Elect Prod Reliabil & Environm Testing Res, Guangzhou 510610, Guangdong, Peoples R China

来源：

PROCEEDINGS OF 2016 11TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY (ICRMS'2016): INTEGRATING BIG DATA, IMPROVING RELIABILITY & SERVING PERSONALIZATION | 2016年

关键词：

security situation awareness; complex network; property quantities; state series;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Cyberspace security situation awareness (SSA) is important to guarantee the safety of the foundation of a country. Current studies focus mainly on how to acquire SSA data via a fusion information method, while a full understanding of existing SSA data has not been obtained. In this paper, complex network theory is introduced to model SSA data, and SSA state information is connected to the properties of the constructed network. Through analyzing the property quantities of the network, we can more effectively mine the characteristics of current data. A case study is conducted to demonstrate our method on a real traffic trace collected by an authority lab, and the test results verified that the property quantities of complex network can expose SSA messages about current state and future tendencies.

引用

页数：6

共 50 条

[31] Network security situation awareness model based on heterogeneous multi-sensor data fusion
Liu, Xiaowu
Wang, Huiqiang
Lai, Jibao
Liang, Ying
[J]. 2007 22ND INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES, 2007, : 287 - 292
[32] Survey of Technology in Network Security Situation Awareness
Zhang, Junwei
Feng, Huamin
Liu, Biao
Zhao, Dongmei
[J]. SENSORS, 2023, 23 (05)
[33] A Technical Review on Network Security Situation Awareness
Xi, Wen
Wu, Wei
Yang, Cheng-Ying
[J]. International Journal of Network Security, 2022, 24 (04): : 671 - 680
[34] The Research on Network Security Situation Awareness Technology
Zhang, Yongmei
Jia, Yanmei
Zhong, Jinxiang
[J]. CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 : 1321 - 1326
[35] Building A Framework for Network Security Situation Awareness
Bhandari, Pardeep
Singh, Manpreet
[J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2578 - 2583
[36] A Strategy of Network Security Situation Autonomic Awareness
Zheng, Ruijuan
Zhang, Dan
Wu, Qingtao
Zhang, Mingchuan
Yang, Chunlei
[J]. NETWORK COMPUTING AND INFORMATION SECURITY, 2012, 345 : 632 - 639
[37] Network security situation: From awareness to awareness-control
Liu, Xiaowu
Yu, Jiguo
Lv, Weifeng
Yu, Dongxiao
Wang, Yinglong
Wu, Yu
[J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2019, 139 : 15 - 30
[38] RESEARCH ON NETWORK SECURITY SITUATION AWARENESS TECHNOLOGY BASED ON SECURITY INTELLIGENT MONITORING TECHNOLOGY
Yang, Bingyu
[J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (02): : 1107 - 1116
[39] Network awareness of security situation information security measurement method based on data mining
Wang, Jia
Zhang, Ke
Li, Jingyuan
[J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2024, 46 (01) : 209 - 219
[40] Research on Network Security Situation Awareness System Based on Machine Learning
Yang Ye-ling
[J]. PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 122 - 125

← 1 2 3 4 5 →