Proactive and Dynamic Network Defense PDF
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Advances in Information Security 74 Cliff Wang Zhuo Lu Editors Proactive and Dynamic Network Defense Advances in Information Security Volume 74 Serieseditor SushilJajodia,GeorgeMasonUniversity,Fairfax,VA,USA Moreinformationaboutthisseriesathttp://www.springer.com/series/5576 Cliff Wang • Zhuo Lu Editors Proactive and Dynamic Network Defense 123 Editors CliffWang ZhuoLu ComputingandInformationScience DepartmentofElectricalEngineering Division UniversityofSouthFlorida ArmyResearchOffice Tampa,FL,USA Durham,NC,USA ISSN1568-2633 AdvancesinInformationSecurity ISBN978-3-030-10596-9 ISBN978-3-030-10597-6 (eBook) https://doi.org/10.1007/978-3-030-10597-6 This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protectionmayapply2019 AllrightsarereservedbythePublisher,whetherthewholeorpartofthematerialisconcerned,specif- icallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadcasting,reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG. Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume partially comes out a special workshop that was dedicated to discuss the latest research topics in proactive and adaptive network defense held in Fall 2017.Althoughnetworksecurityhasbeenstudiedforthepasttwodecadesresulting in many different approaches to address various types of attacks and to enhance networkresiliency,proactiveandadaptivedefenseapproachessuchasmovingtarget defense and using network deception are still relatively new. There is also a lack of formal models that can effectively capture the rich dynamics between attackers and defenders under complex settings such as having multiplayers, with multiple stages and various levels of engagement, and constrained by partial information of adversaries or network situation uncertainties. The workshop has identified the followinginterestingresearchchallengesthatthecommunityispursuing:defining fundamental models for proactive network defense, game theory-based network defense frameworks, learning-based attack and defense interactions, and proactive network defense for emerging applications (e.g., wireless, mobile, and in-vehicle systemapplications). This volume is designed for better understanding of proactive and dynamic network defense that has been proposed as an important alternative cyber defense mechanismtowardcomprehensivenetworkdefense.Wepresentacollectionofthe latest fundamental research results toward understanding proactive and dynamic network defense by top researchers in related areas. This volume includes papers thatofferformalframeworkstodefineproactiveanddynamicnetworkdefenseand develop novel models to analyze and evaluate proactive designs and strategies in computersystems,networksystems,cyber-physicalsystems,andwirelessnetworks. A wide variety of scientific techniques have been highlighted to study these problemsinthefundamentaldomain.Wesincerelyhopethatthisvolumecaninspire researchers to face current research challenges and further explore more solid and rigorousscientificfoundationsforproactiveanddynamicnetworkdefense. Durham,NC,USA CliffWang Tampa,FL,USA ZhuoLu v Acknowledgments We are extremely grateful to the contributors and authors for their great contri- butions to this book. We also would like to thank Susan Lagerstrom-Fife, senior publishingeditoratSpringer,forhersupportofthisproject. vii Contents 1 Cybersecurity Dynamics: A Foundation for the Science ofCybersecurity ............................................................ 1 ShouhuaiXu 2 ProactiveNetworkDefensewithGameTheory......................... 33 SinongWangandNessShroff 3 Entropy-BasedProactiveandReactiveCyber-PhysicalSecurity..... 59 ArisKanellopoulosandKyriakosG.Vamvoudakis 4 Security-AwareIncentivesDesignforMobileDevice-to-Device Offloading ................................................................... 85 JieXuandLixingChen 5 EnhancePhysicalLayerSecurityviaChannelRandomization withReconfigurableAntennas............................................ 115 Yanjun Pan, Ming Li, Yantian Hou, Ryan M. Gerdes, andBedriA.Cetiner 6 TowardsHigh-ResolutionMulti-StageSecurityGames................ 139 AronLaszka,XenofonKoutsoukos,andYevgeniyVorobeychik 7 MovingTargetDefenseforAttackMitigationinMulti-Vehicle Systems ...................................................................... 163 JairoGiraldoandAlvaroA.Cardenas 8 TheRoleofMachineLearningandRadioReconfigurability intheQuestforWirelessSecurity ........................................ 191 Francesco Restuccia, Salvatore D’Oro, Liyang Zhang, andTommasoMelodia ix x Contents 9 ProactiveUserAuthenticationUsingWiFiSignalsinDynamic Networks..................................................................... 223 HongboLiu,YanWang,JianLiu,andYingyingChen 10 Multi-Carrier Jamming Mitigation: A Proactive Game TheoreticApproach ........................................................ 249 KooroshFirouzbakht,GuevaraNoubir,andMasoudSalehi Contributors AlvaroA.Cardenas Erik Jonsson School of Engineering, University of Texas at Dallas,Richardson,TX,USA Baskin School of Engineering, University of California, Santa Cruz, Santa Cruz, CA,USA BedriA.Cetiner UtahStateUniversity,Logan,UT,USA LixingChen UniversityofMiami,CoralGables,FL,USA YingyingChen RutgersUniversity,NewBrunswick,NJ,USA SalvatoreD’Oro Institute for the Wireless Internet of Things, Northeastern University,Boston,MA,USA KooroshFirouzbakht NortheasternUniversity,Boston,MA,USA RyanM.Gerdes VirginiaTech,Arlington,VA,USA JairoGiraldo ErikJonssonSchoolofEngineering,UniversityofTexasatDallas, Richardson,TX,USA YantianHou BoiseStateUniversity,Boise,ID,USA ArisKanellopoulos TheGuggenheimSchoolofAerospaceEngineering,Georgia InstituteofTechnology,Atlanta,GA,USA XenofonKoutsoukos Department of Electrical Engineering and Computer Science,VanderbiltUniversity,Nashville,TN,USA AronLaszka DepartmentofComputerScience,UniversityofHouston,Houston, TX,USA MingLi TheUniversityofArizona,Tucson,AZ,USA HongboLiu IndianaUniversityPurdueUniversityIndianapolis,Indianapolis,IN, USA xi
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