2012/07/14 by Jinyu Huang, Huang, Jinyu
Computer Science · Medicine · Physics and Astronomy · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Respiratory viral infections research #cs.NI #cs.SI #physics.soc-ph
paper · pdf · doi:10.48550/arxiv.1207.3388
arxiv created 2012/07/14 · arxiv updated 2012/07/17
Spread of computer viruses can be modeled as the SIS (susceptible-infected-susceptible) epidemic propagation. We show that in order to ensure the random immunization or the targeted immunization effectively prevent computer viruses propagation on homogeneous networks, we should install antivirus programs in every computer node and frequently update those programs. This may produce large work and cost to install and update antivirus programs. Then we propose a new policy called "network monitors" to tackle this problem. In this policy, we only install and update antivirus programs for small number of computer nodes, namely the "network monitors". Further, the "network monitors" can monitor their neighboring nodes' behavior. This mechanism incur relative small cost to install and update antivirus programs.We also indicate that the policy of the "network monitors" is efficient to protect the network's safety. Numerical simulations confirm our analysis.