Title :
Intelligent System for Users´ Activity Monitoring in Computer Networks
Author :
Kussul, N. ; Skakun, S.
Author_Institution :
Space Res. Inst., NASU-NSAU, Kiev
Abstract :
We present an intelligent system for user activity monitoring in computer networks. The system provides on-line and off-line monitoring and allows to detect anomalies in user behaviour. On-line monitoring is carried in real time and is used to predict user actions. Off-line monitoring is carried out after user has ended his work, and is based on the analysis of statistical parameters of user behaviour. Proposed system is implemented using agent approach and can be used in different domains: in security systems, Web, economic and business systems, etc.
Keywords :
computer networks; statistical analysis; telecommunication security; anomaly detection; computer network; intelligent system; statistical parameter; user activity monitoring; Application software; Computer networks; Computerized monitoring; Conferences; Data acquisition; Frequency; Intelligent networks; Intelligent systems; Neural networks; Space technology; agent approach; monitoring systems; neural networks; user behaviour modelling;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005. IDAACS 2005. IEEE
Conference_Location :
Sofia
Print_ISBN :
0-7803-9445-3
Electronic_ISBN :
0-7803-9446-1
DOI :
10.1109/IDAACS.2005.282992
