Title :
Simulative Analysis of Adaptive Network Monitoring Methodologies for Attack Detection
Author :
Dressler, Falko ; Dietrich, Isabel
Author_Institution :
Dept. of Comput. Sci., Erlangen Univ.
Abstract :
Due to the rapid growth of network traffic and available bandwidth, scalable network monitoring has become a major issue in the last years. Additionally, the importance of correct and complete monitoring data increased, e.g. for attack detection or accounting issues. Based on bio-inspired methodologies, we propose an adaptive mechanism for preventing single systems of being overloaded while providing as much monitoring information as possible for post-processing. Using a simulation model, we verified the applicability of our approach
Keywords :
adaptive systems; computer networks; security of data; telecommunication security; telecommunication traffic; adaptive network monitoring; attack detection; bioinspired methodologies; feedback loops; monitoring data; monitoring information; network traffic; performance analysis; scalable network monitoring; simulation model; simulative analysis; Adaptive systems; Analytical models; Bandwidth; Computerized monitoring; Data security; Feedback loop; IP networks; Probes; Telecommunication traffic; Traffic control; Bio-inspired Networking; Feedback Loops; Modeling and Simulation; Performance Analysis; Scalable Network Monitoring;
Conference_Titel :
Computer as a Tool, 2005. EUROCON 2005.The International Conference on
Conference_Location :
Belgrade
Print_ISBN :
1-4244-0049-X
DOI :
10.1109/EURCON.2005.1630007