DocumentCode :
2939668
Title :
Distributed Agent Platform with Intrusion Detection Capabilities
Author :
Ghit, Bogdan ; Voicu, Octavian ; Pop, Florin ; Cristea, Valentin
Author_Institution :
Fac. of Automatics & Comput. Sci., Univ. Politeh. of Bucharest, Bucharest, Romania
fYear :
2009
fDate :
4-6 Nov. 2009
Firstpage :
81
Lastpage :
86
Abstract :
This paper´s goal is to design an intrusion detection system for a distributed environment adapted for developing and monitoring agents. The idea is to endow the agent platform with a high level of immunity by integrating the intrusion detection system based on artificial intelligence techniques. The agent platform itself is improved with advanced mechanisms for monitoring, analyzing, discovering, learning, and detecting intruders. The most important aspect of this platform is represented by its capability of detecting and rejecting possible intruders. The paper discusses in a critical way the traditional views of intrusion detection and analyzes the more complex approach to human immune system. The proposed architecture is a layered one and the paper describes the role and capability of each layer. The novelty of this approach is proved by the monitoring agents´ activities regarding services and actions which are translated in terms of system´s resources: processor, memory and bandwidth. The monitoring process is the key of the intrusion detection mechanism.
Keywords :
artificial intelligence; object-oriented programming; optimisation; security of data; software agents; agent monitoring; artificial intelligence techniques; distributed agent platform; human immune system; intrusion detection capabilities; system resources; Communication standards; Immune system; Intelligent agent; Intrusion detection; Monitoring; Object oriented programming; Personal digital assistants; Protocols; Runtime environment; TCPIP; Agent-Oriented Programming; Genetic Algorithm; Intrusion Detection System; Jade; Rule Based System;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Networking and Collaborative Systems, 2009. INCOS '09. International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-5165-4
Electronic_ISBN :
978-0-7695-3858-7
Type :
conf
DOI :
10.1109/INCOS.2009.72
Filename :
5370920
Link To Document :
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