Title :
GA-Based Filtering Algorithm to Defend against DDoS Attack in High Speed Network
Author :
Wang, Shen ; Guo, Rui
Author_Institution :
Jilin Normal Univ., Siping
Abstract :
With the DDoS (distributed denial of service) traffic which was implemented using depleted bandwidth is filtered by routers in high speed network, it is impossible for the victim to work on the individual level of on-going traffic flows. The scheme establishes the source and destination IP address database by observing the normal traffic and storages it in a Bloom Filter table. The Netflow statistics is mainly used to allocate the weights for traffic routing by routers. A new algorithm is thus proposed to get efficiently maximum traffic by GA with the traffic filtered by routers, and its feasibility and validity have been verified in real network circumstances.
Keywords :
genetic algorithms; security of data; telecommunication network routing; telecommunication traffic; Bloom filter table; DDoS attack; GA-based filtering algorithm; Netflow statistics; distributed denial of service traffic; genetic algorithm; high speed network; traffic flows; traffic routing; Bandwidth; Computer crime; Computer networks; Filtering algorithms; Filters; High-speed networks; Information science; Network servers; Protection; Telecommunication traffic;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.555