Title :
A novel model for the internet worm propagation
Author :
Wang, Juan ; Xia, Chengyi ; Liu, Qifeng
Author_Institution :
Tianjin Key Lab. for Control Theor. & Applic. in Complicated Ind. Syst., Tianjin Univ. of Technol., Tianjin, China
Abstract :
We present a novel worm propagation model for the Internet to analyze and predict the spreading behavior of worms. In this model, a new host state, Exposed, is introduced into this model and the variable infection rate is adopted. The dynamical equation is also built and verified by the MATLAB simulation program. In addition, the new model is compared with the famous Two-Factor worm propagation model. Finally, the influence of model parameters on the worm proliferation behavior is analyzed and tested. Current results provide fruitfully theoretical foundations for us to effectively control the worm outbreak on the Internet.
Keywords :
Internet; computer network security; invasive software; Internet worm propagation model; MATLAB simulation program; dynamical equation; two-factor worm propagation model; Analytical models; Computational modeling; Grippers; Immune system; Internet; Mathematical model; Numerical models; Two-Factor model; containment strategies; propagation model; worm modeling;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5584495