Project information
Cooperative Adaptive Mechanism for Network Protection
(CAMNEP)
- Project Identification
- N62558-07-C-0001
- Project Period
- 1/2007 - 12/2007
- Investor / Pogramme / Project type
-
U.S. Army RDECOM Acquisition Center
- U.S. Army RDECOM Acq Ctr Projects
- MU Faculty or unit
-
Institute of Computer Science
- Ing. Jiří Novotný
- doc. Ing. Pavel Čeleda, Ph.D.
- Mgr. Tomáš Dymáček
- RNDr. Vojtěch Krmíček, Ph.D.
- Mgr. Jiří Moninec
- Mgr. Filip Procházka, Ph.D.
- Keywords
- intrusion detection, network behavior analysis, multi-agent system, trust, anomaly detection, programable hardware
- Cooperating Organization
-
Czech Technical University Prague
The goal of the CAMNEP project is to combine the high-bandwidth network
traffic acquisition devices with distributed and adaptive multi-agent
system to deliver a concept of efficient, effective and self-managing
Network Intrusion Detection System (NIDS). This system would be deployed
on backbone links of one or more network operators in order to detect
malicious traffic, minimizing the rate of false positives/negatives that
renders current systems less effective. Attack detection process will
rely on cooperation between a community of trusting agents, each
specialized in one aspect of traffic characteristics. We aim to further
reduce the system operational costs by providing basic self-adaptation
capabilities, using the coordination methods from multi-agent field and
adaptive software/hardware in traffic acquisition layer. The system
operation and adaptation will be supervised and regulated via advanced
user interface, that would proactively seek additional information for
each incident and will also allow policy specification.
Publications
Total number of publications: 12
2010
2009
-
CAMNEP: Multistage Collective Network Behavior Analysis System with Hardware Accelerated NetFlow Probes
Year: 2009, type: R&D Presentation
-
Projekt CAMNEP - systém detekce průniku ve vysokorychlostních počítačových sítích
Year: 2009, type: R&D Presentation
2008
-
CAMNEP: Agent-Based Network Intrusion Detection System
Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008) - Industrial and Applications Track, year: 2008
-
CAMNEP: An intrusion detection system for high-speed networks
Progress in Informatics, year: 2008, volume: 2008, edition: 5
-
Collaborative Approach to Network Behavior Analysis
Global E-Security, year: 2008
-
Multi-Agent Approach to Network Intrusion Detection (Demo Paper)
Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008) - Industrial and Applications Track, year: 2008
2007
-
Agent-Based Network Intrusion Detection System
Intelligent Agent Technology, year: 2007
-
Collaborative Attack Detection in High-Speed Networks
Multi-Agent Systems and Applications V, year: 2007
-
High-Performance Agent System for Intrusion Detection in Backbone Networks
Cooperative Information Agents XI, year: 2007