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22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008)
Using Incremental Mining to Generate Fuzzy Rules for Real-Time Network Intrusion Detection Systems
March 25-March 28
ISBN: 978-0-7695-3096-3
ASCII Text
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Ming-Yang Su, Sheng-Cheng Yeh, Kai-Chi Chang, Hua-Fu Wei, "Using Incremental Mining to Generate Fuzzy Rules for Real-Time Network Intrusion Detection Systems," Advanced Information Networking and Applications Workshops, International Conference on, pp. 50-55, 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008), 2008.
 
 
BibTex
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@article{ 10.1109/WAINA.2008.69,
author = {Ming-Yang Su and Sheng-Cheng Yeh and Kai-Chi Chang and Hua-Fu Wei},
title = {Using Incremental Mining to Generate Fuzzy Rules for Real-Time Network Intrusion Detection Systems},
journal ={Advanced Information Networking and Applications Workshops, International Conference on},
volume = {0},
year = {2008},
isbn = {978-0-7695-3096-3},
pages = {50-55},
doi = {http://doi.ieeecomputersociety.org/10.1109/WAINA.2008.69},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Advanced Information Networking and Applications Workshops, International Conference on
TI - Using Incremental Mining to Generate Fuzzy Rules for Real-Time Network Intrusion Detection Systems
SN - 978-0-7695-3096-3
SP50
EP55
A1 - Ming-Yang Su,
A1 - Sheng-Cheng Yeh,
A1 - Kai-Chi Chang,
A1 - Hua-Fu Wei,
PY - 2008
KW - Network Security
KW - Network Intrusion Detection System
KW - Fuzzy Association Rule
KW - Incremental Mining
KW - On-line mining
VL - 0
JA - Advanced Information Networking and Applications Workshops, International Conference on
ER -
 
In the paper, we propose a fast algorithm to generate fuzzy association rules by incremental mining approach, for which the transactions or data records are online instantly collected from live packets. That is, as one data record is collected online, the latest fuzzy rules can be obtained immediately. According to our simulation, in case of the number of features do not excess twenty, mining process can be completed from several milliseconds to seconds depending on the number of features.
Index Terms:
Network Security, Network Intrusion Detection System, Fuzzy Association Rule, Incremental Mining, On-line mining
Citation:
Ming-Yang Su, Sheng-Cheng Yeh, Kai-Chi Chang, Hua-Fu Wei, "Using Incremental Mining to Generate Fuzzy Rules for Real-Time Network Intrusion Detection Systems," ainaw, pp.50-55, 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008), 2008
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