A statistical threat detection method based on dynamic time threshold

Jian Wei Tian; Hong Qiao; Xi Li; Zhen Tian

doi:10.1109/CompComm.2016.7924872

A statistical threat detection method based on dynamic time threshold

Jian Wei Tian
, Hong Qiao
, Xi Li
, Zhen Tian

State Grid Corporation of China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

With the rapid development of Web technology, security attacks are growing day by day. It is difficult but important to detect these threats, especially the statistical type like brute force. This paper proposes a statistical threat detection method based on dynamic time threshold. Firstly, the study constructs the framework of collecting and preprocessing the massive log. Then threat detecting method with dynamic time threshold based on MapReduce framework is presented.

Original language	English
Title of host publication	2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1087-1090
Number of pages	4
ISBN (Electronic)	9781467390262
DOIs	https://doi.org/10.1109/CompComm.2016.7924872
State	Published - 10 May 2017
Externally published	Yes
Event	2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Chengdu, China Duration: 14 Oct 2016 → 17 Oct 2016

Publication series

Name	2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

Conference

Conference	2nd IEEE International Conference on Computer and Communications, ICCC 2016
Country/Territory	China
City	Chengdu
Period	14/10/16 → 17/10/16

Keywords

Dynamic threshold
MapReduce
Threat detection
Web log

Access to Document

10.1109/CompComm.2016.7924872

Cite this

Tian, J. W., Qiao, H., Li, X., & Tian, Z. (2017). A statistical threat detection method based on dynamic time threshold. In 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings (pp. 1087-1090). Article 7924872 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CompComm.2016.7924872

Tian, Jian Wei ; Qiao, Hong ; Li, Xi et al. / A statistical threat detection method based on dynamic time threshold. 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 1087-1090 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings).

@inproceedings{567ce3bc2b8a424d8104727d1b9dfdc6,

title = "A statistical threat detection method based on dynamic time threshold",

abstract = "With the rapid development of Web technology, security attacks are growing day by day. It is difficult but important to detect these threats, especially the statistical type like brute force. This paper proposes a statistical threat detection method based on dynamic time threshold. Firstly, the study constructs the framework of collecting and preprocessing the massive log. Then threat detecting method with dynamic time threshold based on MapReduce framework is presented.",

keywords = "Dynamic threshold, MapReduce, Threat detection, Web log",

author = "Tian, \{Jian Wei\} and Hong Qiao and Xi Li and Zhen Tian",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2nd IEEE International Conference on Computer and Communications, ICCC 2016 ; Conference date: 14-10-2016 Through 17-10-2016",

year = "2017",

month = may,

day = "10",

doi = "10.1109/CompComm.2016.7924872",

language = "英语",

series = "2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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booktitle = "2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings",

}

Tian, JW, Qiao, H, Li, X & Tian, Z 2017, A statistical threat detection method based on dynamic time threshold. in 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings., 7924872, 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1087-1090, 2nd IEEE International Conference on Computer and Communications, ICCC 2016, Chengdu, China, 14/10/16. https://doi.org/10.1109/CompComm.2016.7924872

A statistical threat detection method based on dynamic time threshold. / Tian, Jian Wei; Qiao, Hong; Li, Xi et al.
2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1087-1090 7924872 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Tian, Jian Wei

AU - Qiao, Hong

AU - Li, Xi

AU - Tian, Zhen

PY - 2017/5/10

Y1 - 2017/5/10

N2 - With the rapid development of Web technology, security attacks are growing day by day. It is difficult but important to detect these threats, especially the statistical type like brute force. This paper proposes a statistical threat detection method based on dynamic time threshold. Firstly, the study constructs the framework of collecting and preprocessing the massive log. Then threat detecting method with dynamic time threshold based on MapReduce framework is presented.

AB - With the rapid development of Web technology, security attacks are growing day by day. It is difficult but important to detect these threats, especially the statistical type like brute force. This paper proposes a statistical threat detection method based on dynamic time threshold. Firstly, the study constructs the framework of collecting and preprocessing the massive log. Then threat detecting method with dynamic time threshold based on MapReduce framework is presented.

KW - Dynamic threshold

KW - MapReduce

KW - Threat detection

KW - Web log

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DO - 10.1109/CompComm.2016.7924872

M3 - 会议稿件

AN - SCOPUS:85020206460

T3 - 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

SP - 1087

EP - 1090

BT - 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd IEEE International Conference on Computer and Communications, ICCC 2016

Y2 - 14 October 2016 through 17 October 2016

ER -

Tian JW, Qiao H, Li X, Tian Z. A statistical threat detection method based on dynamic time threshold. In 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. p. 1087-1090. 7924872. (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings). doi: 10.1109/CompComm.2016.7924872

A statistical threat detection method based on dynamic time threshold

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Keywords

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