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AnalyzingandSecuring
SocialNetworksDr.BhavaniThuraisinghamTheUniversityofTexasatDallasLecture#1IntroductiontoDataandApplicationsSecurityJanuary18,2013OutlineDataandApplicationsSecurityDevelopmentsandDirectionsSecureSemanticWebXMLSecurity;OtherdirectionsSomeEmergingSecureDASTechnologiesSecureSensorInformationManagement;SecureDependableInformationManagementSomeDirectionsforPrivacyResearch
DataMiningforhandlingsecurityproblems;Privacyvs.NationalSecurity;PrivacyConstraintProcessing;FoundationsofthePrivacyProblemWhataretheChallenges?DevelopmentsinDataandApplicationsSecurity:1975-PresentAccessControlforSystemsRandIngres(mid1970s)Multilevelsecuredatabasesystems(1980–present)Relationaldatabasesystems:researchprototypesandproducts;Distributeddatabasesystems:researchprototypesandsomeoperationalsystems;Objectdatasystems;Inferenceproblemanddeductivedatabasesystem;TransactionsRecentdevelopmentsinSecureDataManagement(1996–Present)Securedatawarehousing,Role-basedaccesscontrol(RBAC);E-commerce;XMLsecurityandSecureSemanticWeb;Dataminingforintrusiondetectionandnationalsecurity;Privacy;Dependabledatamanagement;SecureknowledgemanagementandcollaborationDevelopmentsinDataandApplicationsSecurity:MultilevelSecureDatabases-IAirForceSummerStudyin1982EarlysystemsbasedonIntegrityLockapproachSystemsinthemidtolate1980s,early90sE.g.,SeaviewbySRI,LockDataViewsbyHoneywell,ASDandASDViewsbyTRWPrototypesandcommercialproductsTrustedDatabaseInterpretationandEvaluationofCommercialProductsSecureDistributedDatabases(late80stomid90s)Architectures;AlgorithmsandPrototypefordistributedqueryprocessing;Simulationofdistributedtransactionmanagementandconcurrencycontrolalgorithms;SecurefederateddatamanagementDevelopmentsinDataandApplicationsSecurity:MultilevelSecureDatabases-IIInferenceProblem(mid80stomid90s)Unsolvabilityoftheinferenceproblem;Securityconstraintprocessingduringquery,updateanddatabasedesignoperations;SemanticmodelsandconceptualstructuresSecureObjectDatabasesandSystems(late80stomid90s)Secureobjectmodels;Distributedobjectsystemssecurity;Objectmodelingfordesigningsecureapplications;SecuremultimediadatamanagementSecureTransactions(1990s)SingleLevel/MultilevelTransactions;SecurerecoveryandcommitprotocolsSomeDirectionsandChallengesforDataandApplicationsSecurity-ISecuresemanticwebandSocialNetworksSecuritymodelsSecureInformationIntegrationHowdoyousecurelyintegratenumerousandheterogeneousdatasourcesonthewebandotherwiseSecureSensorInformationManagementFusingandmanagingdata/informationfromdistributedandautonomoussensorsSecureDependableInformationManagementIntegratingSecurity,Real-timeProcessingandFaultToleranceDataSharingvs.PrivacyFederateddatabasearchitectures?SomeDirectionsandChallengesforDataandApplicationsSecurity-IIDataminingandknowledgediscoveryforintrusiondetectionNeedrealisticmodels;real-timedataminingSecureknowledgemanagementProtecttheassetsandintellectualrightsofanorganizationInformationassurance,Infrastructureprotection,AccessControlInsidercyber-threatanalysis,Protectingnationaldatabases,Role-basedaccesscontrolforemergingapplicationsSecurityforemergingapplications
Geospatial,Biomedical,E-Commerce,etc.OtherDirectionsTrustandEconomics,TrustManagement/Negotiation,SecurePeer-to-peercomputing,CoalitionDataandPolicySharingExportData/PolicyComponentData/PolicyforAgencyAData/PolicyforFederationExportData/PolicyComponentData/PolicyforAgencyCComponentData/PolicyforAgencyBExportData/PolicyOthertopicsofInterestSecureCloudComputingMobilecodesecurityVulnerabilityAnalysisInfrastructuresecurityPowergridHealthcareSecurityFinancialSecurityAc跟ce蹄ss援C蜓on車tr錄olDi爹sc用re梯ti顧on柜ar傳y擠Ac除ce血ss辯C快on件tr獲ol管i熱n恐Re膛la太ti榨on冤al妖D不at灘ab襲as巖esMa藍(lán)nd斷at蜘or普y客Ac淺ce贈(zèng)ss叼C蹦on預(yù)tr梅ol皇i蛋n茄Re浩la榮ti薯on芽al網(wǎng)D挪at桿ab床as渠esSe真cu躁ri洪ty飼C據(jù)on霸st聽ra蔑in嚼tsTy悲pe圈s偵of飯A浙cc潔es薯s釘Co前nt緒ro出lIn章fe慌re駐nc棟e約pr艦ob慣le昆m,遙R筐ol曠e-哭ba閘se固d,刻T藥em塵po六ra樓l,惠U恒sa補(bǔ)geAc柱ce牙ss括C壞on形tr覽ol棚i法n簽Ot漫he著r宰Da皇ta頂ba弄se擦sOb交je撥ct有s,猛F混ed桌er錫at基edCu棄rr單en貸t仍Tr斗en嶼ds裝i面n鞠Ac匯ce困ss析C乎on昨tr濁olDa那te房誠(chéng)W進(jìn)ar燙eh低ou癥si勞ng前,亭Se祖ma葵nt姓ic季W(wǎng)饒eb暮,橋Pr宮iv被ac勇y趙Co斷nt倒ro導(dǎo)lNe撿xt殼S自te陡ps昆i職n悠Ac或ce食ss運(yùn)C徹on堅(jiān)tr彎olAc慘ce睛ss濁C寺on秩tr浩ol按i勝n蛾Re僑la批ti玩on轎al摩D搜a(bǔ)t牽ab析as哲es成:以19懂75孕-隨P韻re狀se送ntAc默ce付ss品C喊on霉tr準(zhǔn)ol網(wǎng)p斯ol匆ic恢ie住s膏we您re屋d齡ev籌el脖op蕩ed獨(dú)i暴ni骨ti依al喇ly鍬f厘or怖f數(shù)il扇e娃sy絕st宏em材sE.命g.恒,翁Re依ad鏟/w鏟ri忘te沈p被ol隱ic蛛ie壯s禮fo慈r建fi湖le腐sAc領(lǐng)ce屆ss咐c塵on存tr黎ol上i電n光da譜ta緊ba女se燥s圓st翻ar纏te跨d澆wi咬th工t蕩he犁w池or悶k籌in撒S腔ys怕te唱m劣R尚an竄d菜In坦gr麥es扯P必ro梅je風(fēng)ct憤sAc導(dǎo)ce籃ss互C赴on禁tr虛ol著r綿ul溪es號(hào)w恒er蛾e快de夏fi料ne貿(mào)d親fo蠻r僚da活ta際ba婦se停s,失r捆el歡at改io賊ns贈(zèng),繞tu誦pl鑰es簽,器at馳tr帽ib揪ut著es俱a察nd屯e嬌le璃me經(jīng)nt荒sSQ卷L毯an命d鵲QU修EL當(dāng)l此an口gu昆ag炊es烤w啄er糊e綱ex務(wù)te遷nd歐edGR恭AN鮮T追an獲d瘡RE援VO賠KE陽S西ta可te感me雪nt修sRe賭ad陪a銀cc廟es死s拼on吹E妹MP墻t攝o接Us竟er份g咽ro餅up蠶A偶W肝he埋re錘EM湊P.徹Sa餃la露ry指>皺3欺0K勿a史nd勢(shì)E請(qǐng)MP痛.D肢ep釣t竄<>億S看ec濕ur樂it紛yQu際er疏y期Mo鍵di原fi資ca樹ti舊on合:Mo棕di添fy啟t要he茂q陣ue有ry構(gòu)a悄cc張or工di框ng俯t綿o兩th賣e駐ac本ce鞏ss是c抽on沒tr陣ol朱r額ul矩esRe塘tr撲ie殊ve頁a稼ll慌e肅mp白lo溪ye點(diǎn)e縮慧in幟fo莖rm該at漁io集n瓜wh丸er悲e右sa謹(jǐn)la考ry框>犁3翁0K擔(dān)a知nd且D爭(zhēng)ep棕t湊is躁n礙ot剪S導(dǎo)ec勝ur暗it慰yQu哨er尾y鳥Mo晃di柳fi藝ca躁ti殘on染A感l(wèi)g流or否it軌hmIn燒pu凈ts糟:越Qu貢er撕y,浸A譯cc索es該s將Co獵nt暗ro填l揭Ru權(quán)l(xiāng)e陪sOu言tp盟ut至:吵Mo犁di判fi栗ed狐Q且ue扇ryAl效go膛ri頂th際m:Gi壩ve宋n互a惠qu造er島y駝Q,閣e齡xa雹mi色ne續(xù)a盤ll調(diào)t晶he免a掩cc持es爽s鴉co炸nt導(dǎo)ro賴l括ru猛le悅s帽re矛le吹va僑nt臨t費(fèi)o程th下e道qu陽er溝yIn宋tr畜od慰uc主e銅a及Wh程er揪e副Cl感au旦se聲t鹽o劍th牙e攜qu津er盜y壞th違at貓n贈(zèng)eg額at仙es挑a親cc呆es旺s傲to驅(qū)t丸he扭r唯el洗ev避an摸t終at姜tr否ib唱ut五e(cuò)s闊i汽n觸th英e椅ac川ce圍ss脊c慘on淹tr紗ol瘡r陡ul火esEx朱am年pl賢e:怠r攝ul嚷es睡a曲re枯J壘oh倚n犬do暑es仁n判ot周h突av狀e秀ac章ce尊ss廉t掠o紫Sa苦l(xiāng)a父ry真i參n齡EM購P爭(zhēng)an舒d鞠Bu去dg籌et抱i遭n怕DE霧PTEM道P厲(E翁#,塘E呼na汗me雙,乏Sa夕la責(zé)ry身,舊D#瞞),央D閃EP泄T嗓(D劃#,勺D四na夢(mèng)me齡,惕Bu笨dg盯,亮Mg木r)殊Q變ue攜ry勺i槐s虛to咸j壇oi漲n叛th汁e出EM熊P壟an液d狂DE膊PT冷r回el付at老io發(fā)ns傾o蛇n芒De孝pt斃#Mo跟di個(gè)fy居t慣he妥q陪ue徐ry必t岔o災(zāi)Jo嬸in冶E想MP擺a貼nd異D勇EP抹T滑on流D智ep毛t貢#棉an重d財(cái)pr臣o(jì)j微ec滋t死on墨a塌ll迷a躲tt攻ri必bu約te權(quán)s胞ex遭ce徒pt絞S覽al離ar枕y齡an翼d灣Bu暖dg妙etOu膊tp條ut抗i宅s準(zhǔn)th窯e針re悠su竟lt蔽in株g脂qu普er身yMa徑nd楊at望or老y雜Ac怒ce居ss盤C喉on汽tr密ol貌(細(xì)MA躲C)疑i四n絲式D艱at器ab仇as櫻es負(fù):厭19狹82傳-好Pr度es安en辰tBe柿ll謠a圓nd狹L夢(mèng)aP柱ad逝ul村a沿Po鎮(zhèn)li璃cy王a穗da出pt忙ed店f器or獎(jiǎng)d娃at通ab穴as糞esRe慮ad家a爹t千or爸b仿el殲ow柿y扯ou浴r些le洲ve俗l喘an校d咽Wr輔it巡壽e聲at崇y生ou墊r系le冬ve夏l;止G邪ra品nu邁la狠ri望ty襖o豈f休cl候as剪si大fi思ca鍋ti辱on班:億Da馬ta色ba受se崖s,萄R泊el飽at斧io豈ns皺,快Tu駱pl爺es先,肢At炮tr房誠(chéng)ib非ut木es隨,拖El雪em慕en鋪ts脹(碼No羊te裕:界wr聲it廢in皺g因ab且ov限e立yo移ur嗓l事ev貓el丘i彈s帖no讓t私a速se螺cu戰(zhàn)ri易ty星p刊ro欄bl素em鋤)Se藏cu冠ri細(xì)ty罰A上rc話hi軋te狹ct舊ur滔esOp演er炸at返in肆g惑sy暢st斥em隊(duì)p紛ro階vi裙di戶ng錘m水a(chǎn)n芝da樹to要ry羨a狐c(diǎn)c惱es綠s折co聲nt寄ro狼l壺an屆d辱DB淚MS萄i虎s寬un惰tr光us成te侄d免wi堆th墓r馳es長(zhǎng)pe慚ct峽t難o柴MA奏C爺(e炸.g裝.,泰S莖RI臘’s乖S梳ea恩Vi斜ew努)Tr鐘us控te練d武Su頂bj聚ec篇t暮Ar賴ch符it渠ec辨tu辨re近w基he輕re帽D陶BM民S撕is蔬t建ru納st炎ed撓w隙it杜h喇re沉sp鈴ec狡t親to嚇M嚴(yán)AC早(朋e.撒g.呆,測(cè)TR含W’求s屑AS朽D仍an造d爪AS循D欺Vi烏ew奮s)In薪te援gr加it更y胃Lo拼ck杜w詢he掀re頭T賣ru骨st街ed攪f反ro初nt鴨-e論nd叮c作om畜pu束te孟s細(xì)ch淚ec軍ks踢um喊s蠢(e扣.g低.,呼M跌IT眠RE巾’s妙M韻IS掠TR醬ES透S旺Pr燒ot呢ot堪yp重e)Di狠st走ri后bu逆te睬d憶Ar縱ch沾it鎮(zhèn)ec摟tu欺re槐w萌he漸re頂d咬at蠻a困is愚d誰is汪tr欠ib撈ut店ed俘a森cc汗or戶di基ng事t霜o款se歸cu痕ri降ty證l疼ev匠el紐奉s秒an樣d年ac嘴ce壟ss鳳t淺hr返ou豎gh恢t共ru靈st陶ed昌f權(quán)ro疼nt砌-e拳nd揭(尤e.們g.雷,亂NR第L’倡s廈SI夕NT惠RA影)拖Ex尤te褲nd營(yíng)ed腐K采er史ne頁l東fo塊r奇Se樂cu瘡ri笨ty跡P耗ol僅ic紐奉y波En聰fo句rc箱em益en碗t讓su塊ch射a直s春co昆ns怠tr片ai傾nt綱s豈(e獨(dú).g忘.,啊H望on醒ey兇we劍ll周’s弦L姐oc敲k捏Da竹ta章V舌ie挨ws胃)Se番cu獲ri局ty豎C店on決st啟ra允in影ts著/去A之cc餃es顆s舒Co述nt養(yǎng)ro基l厭Ru冶le綁sSi意mp皺le艙C畜on愿st腫ra棕in倍t:門J隱oh迷n脅ca反nn娛ot飛a節(jié)cc街es牙s公th副e誰at斃tr紹ib鋸ut爐e價(jià)Sa皮la旨ry埋o舅f長(zhǎng)re燈la屆ti栗on扛E襯MPCo懸nt疏en販t-貢ba接se烤d雹co敲ns堡tr抓ai蓮nt鋒:擾If絲式r步el江at瞞io拋n爛MI蛛SS呆c騙on斜ta樹in滔s啟in嗓fo啦rm志at棚io野n脫ab啊ou層t盞mi堪ss教io墻ns岡i械n句th閥e族Mi膚dd創(chuàng)le箭E隔as恨t,賊t聽he驕n凍Jo哪hn滑c墳an塌no地t譽(yù)ac環(huán)ce京ss趁M血IS崖SAs獅so腎ci糊at花io唱n-喪ba桌se病d真Co劈燕ns藍(lán)tr行ai卻nt萍:俘Sh碌ip滅’s滿l敞oc鏟at者io漢n肉an阿d區(qū)mi丙ss墾io著n明ta栗ke杯n坦to畜ge訪th持er卡c樂an貿(mào)no犯t斷be個(gè)a踐cc吼es碑se劈燕d怒by護(hù)J編oh瀉n;譽(yù)i滑nd胞iv劇id體ua蓄ll沾y羽ea讀ch奸a疲tt裂ri搞bu忘te翻c座an宮b帝e瓦ac秀ce孤ss摟ed絕b喘y文Jo睜hnRe惠le支as詠e姿co干ns板tr影ai想nt細(xì):沉Af壓te臂r衣X狹is緒r著el雷ea改se蛇d渠Y殊ca串nn宴ot驗(yàn)b吳e算ac揀ce莫ss餓ed乖b惱y危Jo獵hnAg皇gr惡eg羅at光e側(cè)Co罵ns畢tr拌ai濱nt雀s:漏T飾en漢o平r瓣mo儀re叮t嚴(yán)up頸le癥s吊ta想ke喚n費(fèi)to壺ge鐵th妄er紅c撐an喘no際t厭be領(lǐng)a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