Title :
A parallel scheme for IDS
Author :
Zhao, Xiao-ling ; Sun, Ji-Zhou
Author_Institution :
Dept. of Comput. Sci., Tianjin Univ., China
Abstract :
Conventional intrusion detection systems (IDSs) face many challenges, such as evasion techniques, cryptography, false positives and high rate traffic. Many of them is resolved by parallel methods. In this paper a parallel scheme is proposed, which is to attempt to ease the workload by integrating a cluster into IDS, allowing tasks to be parallelly executed in the cluster. This increases performance even under hostile loads and enables efficient intrusion detection in high speed networks.
Keywords :
parallel processing; security of data; cluster; conventional intrusion detection systems; cryptography; evasion techniques; false positives; high rate traffic; high speed networks; parallel methods; parallel scheme; Computer science; Cryptography; Filters; Intrusion detection; Monitoring; Neural networks; Pattern recognition; Sun; Telecommunication traffic; Watches;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259908