{"id":"https://openalex.org/W2580077016","doi":null,"title":"Privacy Preservation for Cloud-Based Data Sharing and Data Analytics","display_name":"Privacy Preservation for Cloud-Based Data Sharing and Data Analytics","publication_year":2016,"publication_date":"2016-12-21","ids":{"openalex":"https://openalex.org/W2580077016","mag":"2580077016"},"language":"en","primary_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/73796","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10919/73796","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100342740","display_name":"Yao Rui Zheng","orcid":"https://orcid.org/0000-0003-2820-1034","observed_orcids":["https://orcid.org/0000-0003-2820-1034"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yao Zheng","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2820-1034","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5100342740"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.7666000127792358,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.7666000127792358,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.19670000672340393,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.022299999371170998,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.8100000023841858},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.878000020980835},{"id":"https://openalex.org/keywords/privacy-preserving-data-sharing","display_name":"privacy-preserving data sharing","score":0.800000011920929},{"id":"https://openalex.org/keywords/privacy-preserving-data-analysis","display_name":"privacy-preserving data analysis","score":0.9279999732971191},{"id":"https://openalex.org/keywords/personal-health-records","display_name":"personal health records","score":0.7419999837875366},{"id":"https://openalex.org/keywords/fine-grained-access-control","display_name":"fine-grained access control","score":0.875},{"id":"https://openalex.org/keywords/user-selection","display_name":"user selection","score":0.5550000071525574},{"id":"https://openalex.org/keywords/link-recommendation","display_name":"link recommendation","score":0.6679999828338623},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.9200000166893005},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"distributed learning","score":0.718999981880188},{"id":"https://openalex.org/keywords/data-harvesting","display_name":"data harvesting","score":0.7390000224113464},{"id":"https://openalex.org/keywords/user-anonymity","display_name":"user anonymity","score":0.8090000152587891},{"id":"https://openalex.org/keywords/third-party-doctrine","display_name":"third-party doctrine","score":0.7409999966621399}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6946395635604858},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5632104277610779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5516322255134583},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5359680652618408},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5114046931266785},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48178407549858093},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.45455610752105713},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4106501340866089},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3939766585826874},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2208363115787506},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1044069230556488},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/73796","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10919/73796","pdf_url":null,"source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dissertation"},{"id":"mag:2580077016","doi":null,"is_oa":false,"landing_page_url":"https://vtechworks.lib.vt.edu/handle/10919/73796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W81175482","https://openalex.org/W114565888","https://openalex.org/W179458199","https://openalex.org/W1479681406","https://openalex.org/W1485744178","https://openalex.org/W1509966554","https://openalex.org/W1529983430","https://openalex.org/W1533841329","https://openalex.org/W1542399824","https://openalex.org/W1554944419","https://openalex.org/W1682451491","https://openalex.org/W1686810756","https://openalex.org/W1782590233","https://openalex.org/W1800433087","https://openalex.org/W1808334220","https://openalex.org/W1845277745","https://openalex.org/W1846950412","https://openalex.org/W1878459630","https://openalex.org/W1908508804","https://openalex.org/W1964366273","https://openalex.org/W1978590356","https://openalex.org/W1987758794","https://openalex.org/W1998808035","https://openalex.org/W2000359198","https://openalex.org/W2002352982","https://openalex.org/W2005286252","https://openalex.org/W2005541978","https://openalex.org/W2007288786","https://openalex.org/W2016267457","https://openalex.org/W2019628618","https://openalex.org/W2033751220","https://openalex.org/W2034297569","https://openalex.org/W2041480327","https://openalex.org/W2042220809","https://openalex.org/W2044605725","https://openalex.org/W2045079045","https://openalex.org/W2053637704","https://openalex.org/W2056634932","https://openalex.org/W2073415627","https://openalex.org/W2092422002","https://openalex.org/W2095705004","https://openalex.org/W2096072446","https://openalex.org/W2096733369","https://openalex.org/W2098697029","https://openalex.org/W2100979877","https://openalex.org/W2101890615","https://openalex.org/W2103133870","https://openalex.org/W2103966159","https://openalex.org/W2106116277","https://openalex.org/W2107569009","https://openalex.org/W2108460112","https://openalex.org/W2108836391","https://openalex.org/W2109208918","https://openalex.org/W2112935688","https://openalex.org/W2113672679","https://openalex.org/W2113928343","https://openalex.org/W2116025923","https://openalex.org/W2116626915","https://openalex.org/W2123845384","https://openalex.org/W2125871822","https://openalex.org/W2128906841","https://openalex.org/W2131521099","https://openalex.org/W2140609507","https://openalex.org/W2144780381","https://openalex.org/W2145287260","https://openalex.org/W2146842127","https://openalex.org/W2151936673","https://openalex.org/W2152143947","https://openalex.org/W2152565070","https://openalex.org/W2154370058","https://openalex.org/W2155461593","https://openalex.org/W2159591620","https://openalex.org/W2159675343","https://openalex.org/W2160608575","https://openalex.org/W2164278908","https://openalex.org/W2164598857","https://openalex.org/W2165589425","https://openalex.org/W2169177434","https://openalex.org/W2241131553","https://openalex.org/W2244987555","https://openalex.org/W2325939864","https://openalex.org/W2394646698","https://openalex.org/W2394957549","https://openalex.org/W2570008916","https://openalex.org/W2588841504","https://openalex.org/W2768375068","https://openalex.org/W2913535645","https://openalex.org/W2963173190","https://openalex.org/W2963366318","https://openalex.org/W3023749109","https://openalex.org/W7062089410"],"related_works":["https://openalex.org/W2186832047","https://openalex.org/W4392746534","https://openalex.org/W2379386043","https://openalex.org/W4226140631","https://openalex.org/W2161073139","https://openalex.org/W7217296943","https://openalex.org/W7099378161","https://openalex.org/W1625198037","https://openalex.org/W2502335003","https://openalex.org/W2983856132"],"abstract_inverted_index":{"Data":[0],"privacy":[1,38,58,105,134,173,178,193,254,263,322,466,477,516],"is":[2,55,127,240,418,424,434,478,484,489],"a":[3,358,378,425,479,508],"globally":[4],"recognized":[5],"human":[6],"right":[7],"for":[8,64,76,342],"individuals":[9],"to":[10,14,35,42,56,90,154,190,216,232,251,279,283,298,318,362,367,382,396,411,429,470,518],"control":[11,109,268,274,366,439],"the":[12,20,24,33,65,77,124,128,139,145,160,164,226,228,237,281,284,289,302,320,326,353,373,421,432,446,460,511],"access":[13,282,365],"their":[15,95,156,246],"personal":[16,96,120,201,333,430,449],"information,":[17,115],"and":[18,61,74,81,93,116,150,167,209,223,243,269,307,345,457,515],"bar":[19],"negative":[21],"consequences":[22],"from":[23,420],"use":[25,270,292],"of":[26,114,119,130,147,328,448,465,510],"this":[27,53,181],"information.":[28],"As":[29,442],"communication":[30,443],"technologies":[31,444],"progress,":[32],"means":[34],"protect":[36,155],"data":[37,68,79,82,133,157,202,208,214,230,286,304,311,331,400,450],"must":[39,467],"also":[40,103],"evolve":[41],"address":[43,252],"new":[44,321],"challenges":[45],"come":[46],"into":[47,203,459],"view.":[48],"Our":[49],"research":[50,184],"goal":[51],"in":[52,70,135,159,195,236,288,325,348,506],"dissertation":[54],"develop":[57,357,377,392],"protection":[59,264,323,360,380],"frameworks":[60],"techniques":[62,317,410],"suitable":[63],"emerging":[66,419],"cloud-based":[67,78,310,330],"services,":[69],"particular":[71],"privacy-preserving":[72],"algorithms":[73,395,406],"protocols":[75],"sharing":[80],"analytics":[83],"services.":[84,100,312],"Cloud":[85],"computing":[86],"has":[87,102,185,451],"enabled":[88],"users":[89,169,218],"store,":[91],"process,":[92],"communicate":[94],"information":[97,217,234],"through":[98,225],"third-party":[99,148],"It":[101],"raised":[104,256],"issues":[106],"regarding":[107],"losing":[108],"over":[110],"data,":[111,431],"mass":[112],"harvesting":[113],"un-consented":[117],"disclosure":[118],"content.":[121],"Above":[122],"all,":[123],"main":[125,187],"concern":[126],"lack":[129],"understanding":[131,464],"about":[132],"cloud":[136,140,196,238,258],"environments.":[137],"Currently,":[138],"service":[141],"providers":[142],"either":[143,499],"advocate":[144],"principle":[146],"doctrine":[149],"deny":[151],"users'":[152,192,233,253,277,296,368],"rights":[153],"stored":[158,287],"cloud;":[161,227],"or":[162,248,502],"rely":[163],"notice-and-choice":[165],"framework":[166,275,294],"present":[168],"with":[170,407],"ambiguous,":[171],"incomprehensible":[172],"statements":[174],"without":[175,245],"any":[176],"meaningful":[177],"guarantee.":[179],"In":[180,474],"regard,":[182],"our":[183],"three":[186],"contributions.":[188],"First,":[189],"capture":[191],"expectations":[194],"environments,":[197],"we":[198,260,314,356,376,391,435],"conceptually":[199],"divide":[200],"two":[204,262,389],"categories,":[205],"i.e.,":[206],"visible":[207,213,285],"invisible":[210,229,303],"data.":[211],"The":[212,272,291,415,462],"refer":[215,231],"intentionally":[219],"create,":[220],"upload":[221],"to,":[222],"share":[224],"retained":[235],"that":[239,417,483],"aggregated,":[241],"analyzed,":[242],"repurposed":[244],"knowledge":[247],"understanding.":[249],"Second,":[250],"concerns":[255],"by":[257,309,486,500,503],"computing,":[259],"propose":[261],"frameworks,":[265,324],"namely":[266],"individual":[267,273],"limitation.":[271],"emphasizes":[276,295],"capability":[278],"govern":[280],"cloud.":[290],"limitation":[293],"expectation":[297],"remain":[299],"anonymous":[300],"when":[301],"are":[305],"aggregated":[306],"analyzed":[308],"Finally,":[313],"investigate":[315],"various":[316],"accommodate":[319],"context":[327],"four":[329],"services:":[332],"health":[334,370],"record":[335],"sharing,":[336],"location-based":[337],"proximity":[338],"test,":[339],"link":[340],"recommendation":[341],"social":[343],"networks,":[344],"face":[346],"tagging":[347],"photo":[349],"management":[350],"applications.":[351],"For":[352,372,387],"first":[354],"case,":[355,375],"key-based":[359],"technique":[361,381],"enforce":[363],"fine-grained":[364],"digital":[369],"records.":[371],"second":[374],"key-less":[379],"achieve":[383,412],"location-specific":[384],"user":[385,413],"selection.":[386],"latter":[388],"cases,":[390],"distributed":[393],"learning":[394],"prevent":[397],"large":[398],"scale":[399],"harvesting.":[401],"We":[402],"further":[403],"combine":[404],"these":[405,472],"query":[408],"regulation":[409],"anonymity.":[414],"picture":[416],"above":[422],"works":[423],"bleak":[426],"one.":[427],"Regarding":[428],"reality":[433],"can":[436,496],"no":[437,490],"longer":[438],"them":[440],"all.":[441],"evolve,":[445],"scope":[447],"expanded":[452],"beyond":[453],"local,":[454],"discrete":[455],"silos,":[456],"integrated":[458],"Internet.":[461],"traditional":[463],"be":[468,497,519],"updated":[469],"reflect":[471],"changes.":[473],"addition,":[475],"because":[476],"particularly":[480],"nuanced":[481],"problem":[482],"governed":[485],"context,":[487],"there":[488],"one-size-fit-all":[491],"solution.":[492],"While":[493],"some":[494],"cases":[495],"salvaged":[498],"cryptography":[501],"other":[504],"means,":[505],"others":[507],"rethinking":[509],"trade-offs":[512],"between":[513],"utility":[514],"appears":[517],"necessary.":[520]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-02-03T00:00:00"}
