One data preprocessing method in high-speed network intrusion detection

2010 ◽  
Author(s):  
Kunlun Li ◽  
Zhenxing Zhang ◽  
Ming Liu
Keyword(s):  
Intrusion Detection ◽  
High Speed ◽  
Data Preprocessing ◽  
Network Intrusion Detection ◽  
Network Intrusion ◽  
High Speed Network ◽  
Preprocessing Method

Packet Sampling Applications in Campus High-Speed Network Intrusion Detection System

2013 ◽  
Vol 760-762 ◽  
pp. 2010-2013
Author(s):  
Hui Qing Qiu ◽  
Cong Wang ◽  
Jie Lu
Keyword(s):  
Intrusion Detection ◽  
Intrusion Detection System ◽  
High Speed ◽  
Detection System ◽  
Network Intrusion Detection ◽  
Network Intrusion ◽  
High Speed Network ◽  
Network Intrusion Detection System ◽  
Packet Sampling ◽  
And Performance

A technique of high-speed network intrusion detection system based on packet sampling theory is proposed. Starting with basic principles of packet sampling, this paper first analyses the significant mathematical conclusion of sampling strategies, then after discussing current strategies, mechanism and performance of different packet sampling methods, we specify an efficient strategy of packet sampling. Results show that this method can attain above 55% accurate rate with below 1% false rate in 94 specified attacking cases from DARPA 2000 IDS evaluation dataset.

scholarly journals Approximate reduction of finite automata for high-speed network intrusion detection

2019 ◽  
Vol 22 (5) ◽  
pp. 523-539 ◽  
Author(s):  
Milan Češka ◽  
Vojtěch Havlena ◽  
Lukáš Holík ◽  
Ondřej Lengál ◽  
Tomáš Vojnar
Keyword(s):  
Intrusion Detection ◽  
High Speed ◽  
Finite Automata ◽  
Network Intrusion Detection ◽  
Network Intrusion ◽  
High Speed Network
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