面向网络大数据的安全分析技术应用

doi:10.11959/j.issn.1000-0801.2017061

Abstract

Abstract:

Big data technology and solutions have been continuously booming for several years,which has brought much innovation ideas and opportunities for security analysis.From the perspective of telecom operators,the architecture and key technology of the big data security analytic platform were analyzed, which were based on the network big data including Netflow,DPI,DNS and so on.At last,some related function and service scenarios of big data security analytic services were introduced.

Key words: big data, security analysis, attack detection

CLC Number:

TP393.08

Laifu WANG,Huamin JIN,Dongxin LIU,Shuai WANG. Application of security analysis technology for network big data[J]. Telecommunications Science, 2017, 33(3): 112-118.

[1]	王帅，汪来富，金华敏，等. 网络安全分析中的大数据技术应用[J]. 电信科学， 2015,431(7): 139-144.
	WANG S , WANG L F , JIN H M , et al. Big data application in network security analysis[J]. Telecommunications Science， 2015,431(7): 139-144.
[2]	程学旗，靳小龙，王元卓，等. 大数据系统和分析技术综述[J]. 软件学报， 2014,25(9): 1889-1908.
	CHENG X Q , JIN X L , WANG Y Z , et al. Survey on big data system and analytic technology[J]. Journal of Software， 2014,25(9): 1889-1908.

[1]	Lu HAN, Weiyu CHEN, Fei ZHANG, Jianfeng HE, Huaizhen SU. Big data classification method of non relational distributed submission information under differentiated requirements [J]. Telecommunications Science, 2023, 39(6): 114-121.
[2]	Xue HAN. Damage toughness assessment method of power backbone communication network based on power big data [J]. Telecommunications Science, 2023, 39(5): 136-143.
[3]	Yudi SUN. A prediction model of massive 5G network users’ revisit behavior based on telecom big data [J]. Telecommunications Science, 2023, 39(2): 157-162.
[4]	Jianwu ZHANG, Yanjun AN, Huangyan DENG. A survey on DNS attack detection and security protection [J]. Telecommunications Science, 2022, 38(9): 1-17.
[5]	Aihua LI, Xiaobo WU, Chao CHEN, Bin WEI, Yuanyuan SHI. Big data intelligent analysis technology for 5G network [J]. Telecommunications Science, 2022, 38(8): 129-139.
[6]	Gengsheng HUANG, Yuhong HUANG, Manxue GUO, Jianping ZHENG, Xin GE. Architecture of a new infrastructure for data service in DT era [J]. Telecommunications Science, 2022, 38(7): 138-145.
[7]	Panpan LI, Zhengxia XIE, Guangxue YUE, Xin LIU. Research progress and trends of deep learning based wireless communication receiving method [J]. Telecommunications Science, 2022, 38(2): 1-17.
[8]	Haibo ZHAO, Zhijun XIANG, Linsong XIAO. A big data framework for short-term power load forecasting using heterogenous data [J]. Telecommunications Science, 2022, 38(12): 103-111.
[9]	Zhiyong LIU, Zhongjiang HE, Yilong RUAN, Junfeng SHAN, Chao ZHANG. Big data security features and operation practices [J]. Telecommunications Science, 2021, 37(5): 160-169.
[10]	Xiaojun LIU,Juan WU,Xiaoqing XU. Big data architecture analysis and data security fusion technology [J]. Telecommunications Science, 2020, 36(7): 146-155.
[11]	Yujiao LIU,Kunhuang SONG,Xiang WANG. Analysis of economic prosperity index based on big data of electricity [J]. Telecommunications Science, 2020, 36(6): 166-171.
[12]	Weihua CHENG,Xiaorong HE. Quality analysis method of Web browsing based on big data [J]. Telecommunications Science, 2020, 36(11): 174-181.
[13]	Xiaomin TAN,Ai FANG,Bing LIANG,Haojie YANG. Locating causes of abnormality of EPG experience based on decision tree [J]. Telecommunications Science, 2019, 35(8): 158-164.
[14]	Zelin LU,Qiangzhi LI. Evolutionary logic and operational mechanism of E-commerce platform [J]. Telecommunications Science, 2019, 35(7): 152-158.
[15]	Ming LIAO,Ming CHEN,Ji ZHOU,Xiaohua XIANG,Fang LI,Yefen JIAO. DNS log analysis system based on big data fusion algorithm [J]. Telecommunications Science, 2019, 35(5): 129-139.

Application of security analysis technology for network big data

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 5

References 2

Related Articles 15

Metrics

Recommended 0