Publication details
CAMNEP: Agent-Based Network Intrusion Detection System
| Authors | |
|---|---|
| Year of publication | 2008 |
| Type | Article in Proceedings |
| Conference | Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008) - Industrial and Applications Track |
| MU Faculty or unit | |
| Citation | |
| Web | http://www.ifmas.org/Proceedings/aamas08/proceedings/pdf/industrial_application_track/AAMAS08_IndTrack_34.pdf |
| Field | Informatics |
| Keywords | trust; intrusion detection; network behavior analysis |
| Description | 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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