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CAMNEP: Agent-Based Network Intrusion Detection System

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Original title:CAMNEP: Agent-Based Network Intrusion Detection System
Authors:Martin Rehák, Michal Pěchouček, Pavel Čeleda, Jiří Novotný, Pavel Minařík
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Original language:English
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Type:Article in Proceedings
Keywords:trust; intrusion detection; network behavior analysis

We present a prototype of agent-based intrusion detection system designed for deployment on high-speed backbone networks. The main contribution of the system is the integration of several anomaly detection techniques by means of collective trust modeling within a group of collaborative detection agents, each featuring a specific detection algorithm. The system is based on traffic statistics in NetFlow format acquired by dedicated hardware-accelerated network cards, and is able to perform a real-time surveillance of the gigabit networks.

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