Power information network intrusion detection based on data mining algorithm

Intrusion detection technology plays an important role in ensuring information security. This paper briefly describes the intrusion detection technology and its development history. Based on the analysis of power information network structure and its security partition, this paper proposes a power i...

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Bibliographic Details
Published inThe Journal of supercomputing Vol. 76; no. 7; pp. 5521 - 5539
Main Authors Zuo, Xiaojun, Chen, Ze, Dong, Limian, Chang, Jie, Hou, Botao
Format Journal Article
LanguageEnglish
Published New York Springer US 01.07.2020
Springer Nature B.V
Subjects
Algorithms
Compilers
Computer Science
Data mining
Data transmission
Interpreters
Intrusion detection systems
Processor Architectures
Programming Languages
Power information
Network intrusion detection
Data mining algorithm
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Summary:Intrusion detection technology plays an important role in ensuring information security. This paper briefly describes the intrusion detection technology and its development history. Based on the analysis of power information network structure and its security partition, this paper proposes a power information network intrusion detection framework for the intrusion attack problem of power information network and elaborates the implementation of each module. The association rule analysis algorithm and the association relationship between network data stream features can effectively detect the intrusion behaviour in the power information network. Experiments show that the intrusion detection system can effectively detect the intrusion attacks in the power information network and effectively protect the power information.
ISSN:0920-8542
1573-0484
DOI:10.1007/s11227-019-02899-2