Cyber Security Cryptography and Machine Learning: 5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8–9, 2021, Proceedings PDF
Preview Cyber Security Cryptography and Machine Learning: 5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8–9, 2021, Proceedings
Shlomi Dolev Oded Margalit Benny Pinkas Alexander Schwarzmann (Eds.) Cyber Security 6 1 Cryptography and 7 2 1 S Machine Learning C N L 5th International Symposium, CSCML 2021 Be’er Sheva, Israel, July 8–9, 2021 Proceedings Lecture Notes in Computer Science 12716 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany GerhardWoeginger RWTHAachen,Aachen,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthissubseriesathttp://www.springer.com/series/7410 · · · Shlomi Dolev Oded Margalit Benny Pinkas Alexander Schwarzmann (Eds.) Cyber Security Cryptography and Machine Learning 5th International Symposium, CSCML 2021 Be’er Sheva, Israel, July 8–9, 2021 Proceedings Editors ShlomiDolev OdedMargalit Ben-GurionUniversityoftheNegev Ben-GurionUniversityoftheNegev Be’erSheva,Israel Be’erSheva,Israel BennyPinkas AlexanderSchwarzmann Bar-IlanUniversity AugustaUniversity TelAviv,Israel Augusta,GA,USA ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-030-78085-2 ISBN 978-3-030-78086-9 (eBook) https://doi.org/10.1007/978-3-030-78086-9 LNCSSublibrary:SL4–SecurityandCryptology ©SpringerNatureSwitzerlandAG2021 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface CSCML,theInternationalSymposium onCyberSecurityCryptography andMachine Learning, is an international forum for researchers, entrepreneurs, and practition- ers in the theory, design, analysis, implementation, or application of cyber security, cryptography, and machine learning systems and networks, and, in particular, of conceptuallyinnovativetopicsintheseresearchareas. Informationtechnologyhasbecomecrucialtooureverydaylives,anindispensable infrastructure of our society and therefore a target for attacks by malicious parties. Cyber security is one of the most important fields of research these days because of these developments. Two of the (sometimes competing) fields of research, cryptology andmachinelearning,arethemostimportantbuildingblocksofcybersecurity. TopicsofinterestforCSCMLincludecybersecuritydesign;securesoftwaredevel- opmentmethodologies;formalmethods,semanticsandverificationofsecuresystems; faulttolerance,reliability,andavailabilityofdistributedsecuresystems;game-theoretic approachestosecurecomputing;automaticrecoveryself-stabilizingandself-organizing systems;communication,authentication,andidentificationsecurity;cybersecurityfor mobilesystemsandtheInternetofThings;cybersecurityofcorporations;securityand privacyforcloud,EdgeandFogcomputing;cryptocurrency;blockchain;cryptography; cryptographic implementation analysis and construction; secure multi-party compu- tation; privacy-enhancing technologies and anonymity; post-quantum cryptology and security;machinelearningandbigdata;anomalydetectionandmalwareidentification; business intelligence and security; digital forensics, digital rights management; trust managementandreputationsystems;andinformationretrieval,riskanalysis,andDoS. The5thCSCMLtookplaceduringJuly8–9,2021,inBeer-Sheva,Israel.Thekeynote speakerswereSteveBlank,serialentrepreneurandoneofthefoundingfathersofSili- conValley;BruceSchneier,FellowoftheHarvardKennedySchoolofGovernmentand internationallyrenownedsecuritytechnologist;andNirZuk,founderandCTOofPalo AltoNetworks.ThisyeartheconferencewasorganizedincooperationwiththeInterna- tionalAssociationforCryptologicResearch(IACR)andselectedpaperswillappearin adedicatedspecialissueoftheInformationandComputationJournal.Thisvolumecon- tains22contributionsselectedbytheProgramCommitteefrom48submissions,andalso includes13shortpapers(ofatmost8pages).Allsubmittedpaperswerereadandeval- uatedbyProgramCommitteemembers,assistedbyexternalreviewers.Wearegrateful totheEasyChairsysteminassistingthereviewingprocess.ThesupportofBen-Gurion UniversityoftheNegev(BGU),inparticularBGU-NHSA,theBGULynneandWilliam vi Preface Frankel Center for Computer Science, the BGU Cyber Security Research Center, and theDepartmentofComputerScience,andIBMisalsogratefullyacknowledged. March2021 ShlomiDolev OdedMargalit BennyPinkas AlexanderSchwarzmann Organization CSCML,theInternationalSymposium onCyberSecurityCryptography andMachine Learning,isaninternationalforumforresearchers,entrepreneursandpractitionersinthe theory,design,analysis,implementation,orapplicationofcybersecurity,cryptology,and machinelearningsystemsandnetworks,and,inparticular,ofconceptuallyinnovative topicsinthescope. FoundingSteeringCommittee OrnaBerry DELLEMC,Israel ShlomiDolev(Chair) Ben-GurionUniversity,Israel YuvalElovici Ben-GurionUniversity,Israel BezalelGavish SouthernMethodistUniversity,USA EhudGudes Ben-GurionUniversity,Israel JonathanKatz UniversityofMaryland,USA RafailOstrovsky UCLA,USA JeffreyD.Ullman StanfordUniversity,USA KalyanVeeramachaneni MIT,USA YaronWolfsthal IBM,Israel MotiYung ColumbiaUniversityandGoogle,USA OrganizingCommittee GeneralChair ShlomiDolev Ben-GurionUniversity,Israel ProgramChairs OdedMargalit Ben-GurionUniversity,Israel BennyPinkas Bar-IlanUniversity,Israel AlexanderSchwarzmann AugustaUniversity,USA OrganizingChair AmandaLapidot Ben-GurionUniversity,Israel viii Organization ProgramCommittee AdiAkavia UniversityofHaifa,Israel DonBeaver FOR.ai,USA CarloBlundo UniversitàdegliStudidiSalerno,Italy ChristinaBoura UniversityofVersailles,France LucasDavi UniversityofDuisburg-Essen,Germany CamilDemetrescu SapienzaUniversityofRome,Italy ItaiDinur Ben-GurionUniversity,Israel OrrDunkelman UniversityofHaifa,Israel EmanEl-Sheikh UniversityofWestFlorida,USA ChenFeng UniversityofBritishColumbiaOkanagan,Canada RosarioGennaro CityUniversityofNewYork,USA ShayGueron UniversityofHaifaandIntelCorporation,Israel DavidHay TheHebrewUniversity,Israel AmirHerzberg UniversityofConnecticut,USA ÇetinKayaKoç UniversityofCalifornia,SantaBarbara,USA VladimirKolesnikov GeorgiaInstituteofTechnology,USA ŁukaszKrzywiecki WrocławUniversityofScienceandTechnology,Poland AnaMilanova RensselaerPolytechnicInstitute,USA TalMoran IDCHerzliya,Israel DavidNaccache ENS,France ArielNof Technion,Israel NishaPanwar AugustaUniversity,USA GiuseppePersiano UniversitàdegliStudidiSalerno,Italy LeoReyzin BostonUniversity,USA EyalRonen TelAvivUniversity,Israel TirzaRouttenberg Ben-GurionUniversity,Israel AlexanderRussell UniversityofConnecticut,USA BaruchSchieber NewJerseyInstituteofTechnology,USA SandeepShukla IITKanpur,India MosheSipper Ben-GurionUniversity,Israel YannisStamatiou UniversityofPatras,Greece UriStemmer Ben-GurionUniversity,Israel DanielTakabi GeorgiaStateUniversity,USA QiangTang NewJerseyInstituteofTechnology,USA NikosTriandopoulos StevensInstituteofTechnology,USA EranTromer TelAvivUniversity,Israel QianhongWu BeihangUniversity,China MartenvanDijk CWI,Netherlands ThijsVeugen TNOandCWI,Netherlands Organization ix ExternalReviewers AlexanderBinun VikasMaurya NishanthChandran ChristianNiesler LongChen JianyuNiu JinsdeJong PrimalPappachan PhilipDerbeko RamiPuzis HanwenFeng TianQiu GuillermoFranciaIii MenachemSadigurschi FangyuGai RamprasadSaptharishi KaiwenGuo ShantanuSharma MaanakGupta MosheShechner ShengHu SebastianSurminski JinJin GuoxiWang WalterKrawec KunWang XimingLi MasayaYasuda YinLi YanZhu
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