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Wireless Communications and Mobile Computing
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Wireless Communications and Mobile Computing
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2021
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Article
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Tab 2
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Research Article
Intrusion Detection for Network Based on Elite Clone Artificial Bee Colony and Back Propagation Neural Network
Table 2
The classification precision rate of the three BPNN on the KDD 99 test data.
Precision (%)
ECABC-BPNN
PSO-BPNN
GA-BPNN
Normal
98.969
90.516
88.486
DoS
98.562
98.246
90.062
Probing
86.709
70.742
23.913
R2L
97.196
97.376
81.953
U2R
83.673
33.333
8.394