Hacker Intrusion Detection System Based on Artificial Neural Network
2012 ◽
Vol 263-266
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pp. 2924-2928
Keyword(s):
Data Set
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In this paper, some scholars’ idea of applying neural network technology in the design of hacker intrusion detection system model and making a hacker intrusion detection system model based on artificial neural network is adopted. This study selects KDDCup’99 for network intrusion detection data set to learn the characteristics of the intrusion accurately; completes the normalization of all characteristics to achieve rapid convergence of the artificial neural network; analyses the advantages and disadvantages of different neural network training functions; achieves a high accuracy rate for intrusion detection successfully.
2020 ◽
Vol 9
(4)
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pp. 599-606
2011 ◽
Vol 1
(4)
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pp. 10-19
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2019 ◽
Vol 16
(8)
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pp. 3242-3245
2012 ◽
Vol 39
(6)
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pp. 13-18
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2018 ◽
Vol 179
(36)
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pp. 36-40
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2020 ◽
Vol 1478
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pp. 012030