{"id":"https://openalex.org/W4297628364","doi":"https://doi.org/10.1145/3542953","title":"SCVS: On AI and Edge Clouds Enabled Privacy-preserved Smart-city Video Surveillance Services","display_name":"SCVS: On AI and Edge Clouds Enabled Privacy-preserved Smart-city Video Surveillance Services","publication_year":2022,"publication_date":"2022-06-11","ids":{"openalex":"https://openalex.org/W4297628364","doi":"https://doi.org/10.1145/3542953"},"language":"en","primary_location":{"id":"doi:10.1145/3542953","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542953","pdf_url":null,"source":{"id":"https://openalex.org/S4210175912","display_name":"ACM Transactions on Internet of Things","issn_l":"2577-6207","issn":["2577-6207","2691-1914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet of Things","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5021180437","display_name":"Sowmya Myneni","orcid":"https://orcid.org/0000-0003-4058-4883"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sowmya Myneni","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001138430","display_name":"Garima Agrawal","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garima Agrawal","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034806935","display_name":"Yuli Deng","orcid":"https://orcid.org/0000-0001-7715-9966"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuli Deng","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063462575","display_name":"Ankur Chowdhary","orcid":"https://orcid.org/0000-0001-7131-067X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankur Chowdhary","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059472172","display_name":"Neha Vadnere","orcid":"https://orcid.org/0000-0002-6216-070X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neha Vadnere","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003921452","display_name":"Dijiang Huang","orcid":"https://orcid.org/0000-0003-3257-6349"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dijiang Huang","raw_affiliation_strings":["Arizona State University"],"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021180437"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":1.6548,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86414508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.798154354095459},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6704036593437195},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6044882535934448},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5983341932296753},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5354583263397217},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5268204212188721},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5164968371391296},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.4895857274532318},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.4300290644168854},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4177752435207367},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29691261053085327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2847960591316223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798154354095459},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6704036593437195},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6044882535934448},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5983341932296753},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5354583263397217},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5268204212188721},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5164968371391296},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.4895857274532318},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.4300290644168854},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4177752435207367},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29691261053085327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2847960591316223},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3542953","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542953","pdf_url":null,"source":{"id":"https://openalex.org/S4210175912","display_name":"ACM Transactions on Internet of Things","issn_l":"2577-6207","issn":["2577-6207","2691-1914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet of Things","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W1852980076","https://openalex.org/W1969513994","https://openalex.org/W1977028487","https://openalex.org/W2015569828","https://openalex.org/W2103958416","https://openalex.org/W2117539524","https://openalex.org/W2151103935","https://openalex.org/W2154124969","https://openalex.org/W2170138789","https://openalex.org/W2171958582","https://openalex.org/W2194775991","https://openalex.org/W2240552610","https://openalex.org/W2293934272","https://openalex.org/W2559655401","https://openalex.org/W2573789715","https://openalex.org/W2591882872","https://openalex.org/W2612690371","https://openalex.org/W2736125956","https://openalex.org/W2773495332","https://openalex.org/W2781091734","https://openalex.org/W2789825598","https://openalex.org/W2921057267","https://openalex.org/W2963011882","https://openalex.org/W2963037989","https://openalex.org/W2963566548","https://openalex.org/W2963819344","https://openalex.org/W2966080601","https://openalex.org/W3123459983","https://openalex.org/W3138128528","https://openalex.org/W4234552385","https://openalex.org/W4251454195","https://openalex.org/W6831193676"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2155261584","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2584231425","https://openalex.org/W1939054760","https://openalex.org/W3154796165"],"abstract_inverted_index":{"Video":[0,78],"surveillance":[1,37,73,85],"systems":[2],"are":[3,175],"increasingly":[4],"becoming":[5],"common":[6],"in":[7,120,221,227,260],"many":[8,19],"private":[9],"and":[10,15,24,88,97,116,173,177,196,203,218,250],"public":[11],"campuses,":[12],"city":[13],"buildings,":[14],"facilities.":[16],"They":[17],"provide":[18],"useful":[20],"smart":[21,101],"campus/city":[22,102],"monitoring":[23],"management":[25],"services":[26,38],"based":[27],"on":[28,112,166],"data":[29,86,132,171,195,201,204,220],"captured":[30],"from":[31],"video":[32,36,72,84,134],"sensors.":[33],"However,":[34],"the":[35,56,107,129,161,170,182,222,243],"may":[39,53],"also":[40],"breach":[41],"personally":[42],"identifiable":[43],"information,":[44],"especially":[45],"human":[46,59,118],"face":[47],"images":[48],"being":[49],"monitored;":[50],"therefore,":[51],"it":[52],"potentially":[54],"violate":[55],"privacy":[57,65,130,172,198,245],"of":[58,131,224],"subjects":[60],"involved.":[61],"To":[62,127,180],"address":[63],"this":[64,105],"issue,":[66],"we":[67,187],"introduced":[68],"a":[69,83,121,138,167],"large-scale":[70],"distributed":[71,122,144],"service":[74],"model,":[75],"called":[76],"Smart-city":[77],"Surveillance":[79],"(SCVS).":[80],"SCVS":[81,136,207],"is":[82,111,163,248],"collection":[87],"processing":[89],"platform":[90,247],"to":[91,114,193,253],"identify":[92,115],"important":[93],"events,":[94],"monitor,":[95],"protect,":[96],"make":[98],"decisions":[99],"for":[100,156,199],"applications.":[103],"In":[104],"article,":[106],"specific":[108],"research":[109],"focus":[110],"how":[113],"anonymize":[117],"faces":[119],"edge":[123,151,214,225],"cloud":[124],"computing":[125,215,256],"infrastructure.":[126],"preserve":[128],"during":[133],"anonymization,":[135],"utilizes":[137],"two-step":[139],"approach:":[140],"(i)":[141],"parameter":[142],"server-based":[143],"machine":[145,157,183],"learning":[146,184],"solution,":[147],"which":[148],"ensures":[149],"that":[150],"nodes":[152,216,226],"can":[153,232],"exchange":[154],"parameters":[155],"learning-based":[158],"training.":[159],"Since":[160],"dataset":[162],"not":[164],"located":[165],"centralized":[168,255],"location,":[169],"ownership":[174],"protected":[176],"preserved.":[178],"(ii)":[179],"improve":[181],"model\u2019s":[185],"accuracy,":[186],"presented":[188,244,259],"an":[189,209],"asynchronous":[190],"training":[191],"approach":[192,231],"protect":[194],"model":[197],"both":[200],"owners":[202],"users,":[205],"respectively.":[206],"adopts":[208],"in-memory":[210],"encryption":[211],"approach,":[212],"where":[213],"collect":[217],"process":[219],"memory":[223],"encrypted":[228],"form.":[229],"This":[230],"effectively":[233],"prevent":[234],"honest":[235],"but":[236],"curious":[237],"attacks.":[238],"The":[239],"performance":[240],"evaluation":[241],"shows":[242],"protection":[246],"efficient":[249],"effective":[251],"compared":[252],"traditional":[254],"models":[257],"as":[258],"Section":[261],"5":[262],".":[263]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
