Ryan Layfield, Murat Kantarcioglu, B. Thuraisingham
{"title":"On the mitigation of bioterrorism through game theory","authors":"Ryan Layfield, Murat Kantarcioglu, B. Thuraisingham","doi":"10.1109/ISI.2009.5137262","DOIUrl":null,"url":null,"abstract":"Bioterrorism represents a serious threat to the security of civilian populations. The nature of an epidemic requires careful consideration of all possible vectors over which an infection can spread. Our work takes the SIR model and creates a detailed hybridization of existing simulations to allow a large search space to be explored. We then create a Stackelberg game to evaluate all possibilities with respect to the investment of available resources and consider the resulting scenarios. Our analysis of our experimental results yields the opportunity to place an upper bound on the worst case scenario for a population center in the event of an attack, with consideration of defensive and offensive measures.","PeriodicalId":210911,"journal":{"name":"2009 IEEE International Conference on Intelligence and Security Informatics","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE International Conference on Intelligence and Security Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISI.2009.5137262","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Bioterrorism represents a serious threat to the security of civilian populations. The nature of an epidemic requires careful consideration of all possible vectors over which an infection can spread. Our work takes the SIR model and creates a detailed hybridization of existing simulations to allow a large search space to be explored. We then create a Stackelberg game to evaluate all possibilities with respect to the investment of available resources and consider the resulting scenarios. Our analysis of our experimental results yields the opportunity to place an upper bound on the worst case scenario for a population center in the event of an attack, with consideration of defensive and offensive measures.