Rodyti trumpą aprašą

dc.contributor.authorGoranin, Nikolaj
dc.contributor.authorČenys, Antanas
dc.contributor.authorJuknius, Jonas
dc.date.accessioned2023-09-18T18:44:40Z
dc.date.available2023-09-18T18:44:40Z
dc.date.issued2010
dc.identifier.other(BIS)VGT02-000023132
dc.identifier.urihttps://etalpykla.vilniustech.lt/handle/123456789/131346
dc.description.abstractBotnets are considered to be among the biggest current threats to global IT infrastructure. Botnets are rapidly evolving and forecasting their survivability and propagation strategies is important for development of countermeasure techniques. Existing malware propagation models mainly concentrate on malware epidemic consequences modeling, i.e. forecasting the number of infected computers, simulating malware behavior or economic propagation aspects and are based only on current malware propagation strategies or oriented to other malware types. In this article we propose the botnet-oriented extension to our genetic algorithm based model, which aims at forecasting botnet propagation strategy evolution and may be used as a framework for other characteristics evolution forecasting. The efficiency of strategies is evaluated by applying the proposed fitness function. Genetic algorithm is selected as a modeling tool taking into consideration the efficiency of this method while solving optimization and modeling problems with large solution space. The main application of the proposed model framework is a countermeasures planning in advance and computer network design optimization.eng
dc.format.extentp. 1-20
dc.format.mediumtekstas / txt
dc.language.isoeng
dc.titleExtension of the genetic algorithm based malware strategy evolution forecasting model for botnet strategy evolution modeling
dc.typeStraipsnis recenzuotame konferencijos darbų leidinyje / Paper published in peer-reviewed conference publication
dcterms.references52
dc.type.pubtypeP1d - Straipsnis recenzuotame konferencijos darbų leidinyje / Article published in peer-reviewed conference proceedings
dc.contributor.institutionVilniaus Gedimino technikos universitetas
dc.contributor.institutionVilniaus Gedimino technikos universitetas Lietuvos Respublikos ryšių reguliavimo tarnyba
dc.contributor.facultyFundamentinių mokslų fakultetas / Faculty of Fundamental Sciences
dc.contributor.departmentInformacinių sistemų katedra / Department of Information Systems
dc.subject.researchfieldT 007 - Informatikos inžinerija / Informatics engineering
dcterms.sourcetitleInformation assurance and cyber defence: symposium organised by the Information Systems and Technology Panel, held in Tallinn, Estonia, 22-23 November 2010 / NATO, Partner for Peace Nations and Med Dialogue Nations
dc.publisher.nameResearch and Technology Organisation
dc.publisher.cityTallinn
dc.identifier.elaba3951795


Šio įrašo failai

FailaiDydisFormatasPeržiūra

Su šiuo įrašu susijusių failų nėra.

Šis įrašas yra šioje (-se) kolekcijoje (-ose)

Rodyti trumpą aprašą