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Security and Communication Networks
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Security and Communication Networks
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2018
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Article
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Tab 1
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Research Article
Cost-Sensitive Distributed Machine Learning for NetFlow-Based Botnet Activity Detection
Table 1
Effectiveness comparison (IRC-based botnet scenario).
ā
Recall
Prec.
Acc.
ER
FM
RF
1.00
0,97
0,99
0,01
0,99
GBT
0.95
0,99
0,97
0,03
0,97
ELM
0,95
0,88
0,95
0,05
0,92