UNCLASSIFIED Cyber Attribution: Campaigns and...

CyberAttribution:Campaignsandrenegades

Dr.SamuelLiles

UNCLASSIFIED

Caveats:Thefollowingrepresentsmyresearchovermanyyearsandnoneofitoccurredwhileafederalgovernmentemployee.Whileeveryefforthasbeenmadetoinsureaccurateportrayalofeventswithinthispresentationsomedetailsmaybeomittedduetotheresearchtopic.Opinions,conjecture,orobservationsarethoseofthepresenterandshouldnotbeconstruedtobeofficialpoliciesofopinionsofTheDepartmentofHomelandSecurity,TheFederalGovernment,orthecompanieswhoprovidedprimaryandsecondarysourcematerials.Abibliographyattheendofthispresentationcoverspastandcurrentdiscussiononthetopicbutisnotanexhaustiveexampleofthetopic.

UNCLASSIFIED

Abstract

Attributionofadversariesisakeypointinariskmanagementapproachtocybersecurity.Thisisanartlefttotheintelligenceand lawenforcementcommunities.Uniquemethodsareexploredresultingindetermininganddefiningacyberadversary.Thisdiscussionisaresultofthecollisionbetweenapplication,science,andartwhereamulti-disciplinaryapproachresultsinacomprehensiveresult.

UNCLASSIFIED

Goals

• Identifyandcharacterizeattributivetechniquesthatarescientificallyvalid

• Wherevalidityisnotpossibleorscientificmethoddoesnotsupportattributivetechniquesdetermineviabilityofothermethods

xxx

UNCLASSIFIED

RiskResearchUNCLASSIFIED

ThreatResearchUNCLASSIFIED

ThreatResearch

UNCLASSIFIED

ExploitationResearch

DiagrambySamLiles

UNCLASSIFIED

UNCLASSIFIED

TrackinganAdversaryinTimeandPlacebyvulnerabilities

DiagrambySamLiles

UNCLASSIFIED

UNCLASSIFIED

DiagrambySamLiles

DiagrambySamLiles

UNCLASSIFIED

DiagrambySamLiles

UNCLASSIFIED

UNCLASSIFIED

RosettaResearch

DiagrambySamLiles.ConceptssupportedbyworkofRonaldKurtz

UNCLASSIFIED

Boom

PersistencePrivilegeEscalation

DefenseEvasion

CredentialAccess

HostEnumeration

LateralMovement

Execution C2 Exfiltration

CommandandControlInstallationReconnaissance WeaponizationDeliver

y ActionsonObjective

Preparation Engagement Presence Effect/Consequences

DNIFramework

CyberKillChain

MITREATT&CK

NSATAO

Reconnaissance InitialExploitationEstablish

PersistenceInstallTools

MoveLaterally

CollectExfil

Exploit

Exploitation

ExternalActionsBeforeIntrusion

Pre-ExecutionActions OperationalA- Actions

InternalActions:“AfterIntrusions”

PlanActivity DeployCapability

Control DenyAccess

ConductResearch&Analysis InteractwithTarget

Hide ConsumeResources

DevelopResources&Capabilities

ExploitVulnerabilities

ExpandAlter/ManipulateComputer,Network,orSystemBehavior

ConductReconnaissance DeliverPayload

RefineTargeting ExtractData

StageOperationalTools&Capabilities

EstablishPersistence DestroyHW/SW/DATA

InitiateOperations EnableOtherOperations

Layer1Stages

Layer2Objectives

RosettaResearchUNCLASSIFIED

AdversaryResearch

DiagrambySamLiles

UNCLASSIFIED

Isattributionthatsimple?

Source:Attributionofcyberadversarieshttp://selil.com/archives/6791

UNCLASSIFIED

Political

Technical

Forensic

EvidenceRequired

TimetoLevelofA

ttribution

EventHappens

Possible

Probable

Provable

Motive,means,opportunity

IOCs:IP,Hash,URL,method,time,etc.

Crypto,non-repudiation,multi-modesensing,direct

observation

Abductivereasoning,mostreasonableexplanationgivencurrentevidence

Deductivereasoning,Man->MortalSocrates->Man

Therefore,Socrates->Mortal

Inductivereasoning,givenwateriswet,ifIamwet,it

islikelywater.

Switchesbackandforth

Adversary

CapabilityInfrastructure

Victim

Meta-FeaturesTimestampPhaseResultDirectionMethodologyResources

Attribution

UNCLASSIFIED

Howdoweanalyzeanintrusion?

Source:Lukeintheskywithdiamondshttps://www.threatconnect.com/blog/diamond-model-threat-intelligence-star-wars/

UNCLASSIFIED

Stepstoattribution• TheDiamondModelisagraphicalrepresentationofan

intrusionbutnotofattribution

• Attributionisthesummationofaninvestigation

• Preparesetoffactscharacterizedbytime/date/event/DNIframework

• Eventshaveavictim(definedbybusinesstype,mission,category),adeployedcapabilitybyanadversary,andaninfrastructurebothofwhichareindicativeofIOCs

• Memory,disk,networkevidenceofcompromisearecategorizedbyDNIframework,typeofcompromise,andtimeofcompromise(evenifawindow)

• EacheventmayhaveseveralstagesofcompromiseasdepictedbythreadswithinonevictiminfrastructurethatbecomesuniquepatternofTTP

• InfrastructureofadversaryisidentifiedthroughIOCs

• Adversaryinfrastructuredeployedagainstonevictimisastartingpointforfurtherinvestigationofadversarycapability

• IOCsareusedtopivotthroughadversarynetwork(IPstodomains,SSLcertificates,ASNs,associatedphysical/logicallocations,passiveDNStolocateotherinfrastructure/victims)

• Determinetimewindowforeachcompromise(DONOTstackmultipleeventsbecauseiteasier)

• Whenfusingclassifiedintelligenceintounclassifiedattributionadmitmagichappens,utilizeknownanswertobackintounknowablesolution,butbewaryofthis

Adversary

Infrastructure

Victim

Meta-FeaturesTimestampPhaseResultDirectionMethodologyResources

Capability

Somebackgroundhttps://selil.com/archives/6791

UNCLASSIFIED

Thread1 Thread2 Thread3 Thread4

Preparation

Engagement

Presence

EffectConsequences

Victim1 Victim1 Victim2 Victim?

Boom

A

IC

VA B

C

D

E F

A&CarethesamevictimB&DarethesamevictimB&CsharethesameattackinfrastructureC&DsawthesamecapabilityD&E&Fsawthesameattackinfrastructure

UNCLASSIFIED

Stepstoattribution

FutureWork

• Artificialintelligenceorgameenginestructuretoautomateresponse

• Contextualizeandautomatedatacollectionintotheframework

• Operationalizetheresultantactivity

Questions?

UNCLASSIFIED

Bibliography1• Rid,Thomas;Buchanan,Ben“AttributingCyberAttacks”TheJournalofStrategicStudies,Vol38,1-2,4-37

• RidandBuchananspecificallyareconcernedthatthe“DiamondModel”suggestedbyCaltagirone,Pendergast,andBetzmaybesuspect.

• Boebert,Earl“Asurveyofchallengesinattribution”Proceedingsofaworkshopondeterringcyber-attacks:InformingstrategiesanddevelopingoptionsforU.S.policy,NationalAcademiesPress,2010

• Locard’s ExchangePrinciplefundamentallystatesthattheperpetratorofacrimewillbringsomethingtothecrimesceneandleavewithsomethingfromit.Incybernetworkdefenseexamplesincludemalware,internetprotocoladdresses,logfiles,netflow data,andotherartifacts(https://en.wikipedia.org/wiki/Locard%27s_exchange_principle)

• ScientificMethod(https://en.wikipedia.org/wiki/Scientific_method)

• Catagirone;Pendergast;Betz“TheDiamondModel”,DoDDocumentreleased2013

• Brady,Henry;Sniderman,Paul;“AttitudeAttribution:Agroupbasisforpoliticalreasoning”AmericanPoliticalScienceReivew,Volume79,December1985

• Clark,David;Landau,Susan,“UntanglingAttribution”,Proceedingsofaworkshopondeterringcyber-attacks:InformingstrategiesanddevelopingoptionsforU.S.policy,NationalAcademiesPress,2010

UNCLASSIFIED

Bibliography2• Yamamoto,Teppei;“Understandingthepast:Statisticalanalysisofcausalattribution”,American

JournalofPoliticalScience,Vol0NO0,2011,pp1-20(pre-printcopyused)

• Confirmationbias(https://en.wikipedia.org/wiki/Confirmation_bias)

• Perfidy(https://en.wikipedia.org/wiki/Perfidy)• Falseflagordeceptionoperations(https://en.wikipedia.org/wiki/False_flag)

• USENIXEnigmaConferenceJanuary2016https://www.usenix.org/conference/enigma2016

• BruceSchnier reportsonBruceJoycediscussionatUSENIXEnigmaConferencehttps://www.schneier.com/blog/archives/2016/02/nsas_tao_on_int.html

• USENIXEnigma2016– NSATAOChiefonDisruptingNationStateHackershttps://www.youtube.com/watch?v=bDJb8WOJYdA

• SeeAdversarialTactics,Techniques,andCommonKnowledgehttps://attack.mitre.org/wiki/Main_Page

• Catagirone;Pendergast;Betz“TheDiamondModel”,DoDDocumentreleased2013pages26—30

UNCLASSIFIED