{"id":"https://openalex.org/W4318147614","doi":"https://doi.org/10.1109/bigdata55660.2022.10020861","title":"Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet","display_name":"Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318147614","doi":"https://doi.org/10.1109/bigdata55660.2022.10020861"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020861","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10919/113725","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065006965","display_name":"Parshin Shojaee","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Parshin Shojaee","raw_affiliation_strings":["Virginia Tech,Grado Department of Industrial and Systems Engineering","Grado Department of Industrial and Systems Engineering, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Grado Department of Industrial and Systems Engineering","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049719191","display_name":"Yingyan Zeng","orcid":"https://orcid.org/0000-0002-4726-3946"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingyan Zeng","raw_affiliation_strings":["Virginia Tech,Grado Department of Industrial and Systems Engineering","Grado Department of Industrial and Systems Engineering, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Grado Department of Industrial and Systems Engineering","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086474262","display_name":"Muntasir Wahed","orcid":"https://orcid.org/0000-0002-9948-023X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muntasir Wahed","raw_affiliation_strings":["Virginia Tech,Department of Computer Science","Department of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085629059","display_name":"Avi Seth","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avi Seth","raw_affiliation_strings":["Virginia Tech,Department of Computer Science","Department of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085868833","display_name":"Ran Jin","orcid":"https://orcid.org/0000-0003-3847-4538"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ran Jin","raw_affiliation_strings":["Virginia Tech,Grado Department of Industrial and Systems Engineering","Grado Department of Industrial and Systems Engineering, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Grado Department of Industrial and Systems Engineering","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Grado Department of Industrial and Systems Engineering, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043962698","display_name":"Ismini Lourentzou","orcid":"https://orcid.org/0000-0002-1238-772X"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ismini Lourentzou","raw_affiliation_strings":["Virginia Tech,Department of Computer Science","Department of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Department of Computer Science, Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065006965"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.4175,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6060317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1505","last_page":"1514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8262766599655151},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.591356635093689},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.586046576499939},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5616405010223389},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5582801699638367},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5496729612350464},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.47892507910728455},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.439423143863678},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43643414974212646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33374959230422974},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3285662531852722},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2290259301662445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21546953916549683},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1835882067680359}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8262766599655151},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.591356635093689},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.586046576499939},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5616405010223389},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5582801699638367},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5496729612350464},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.47892507910728455},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.439423143863678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43643414974212646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33374959230422974},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3285662531852722},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2290259301662445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21546953916549683},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1835882067680359},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020861","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113725","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113725","pdf_url":"http://hdl.handle.net/10919/113725","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,"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":"Text"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113725","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113725","pdf_url":"http://hdl.handle.net/10919/113725","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,"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":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318147614.pdf","grobid_xml":"https://content.openalex.org/works/W4318147614.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W603830301","https://openalex.org/W1513874326","https://openalex.org/W1549658602","https://openalex.org/W1731081199","https://openalex.org/W1845402413","https://openalex.org/W1889928840","https://openalex.org/W1909320841","https://openalex.org/W1959608418","https://openalex.org/W1978633512","https://openalex.org/W2012878613","https://openalex.org/W2102113734","https://openalex.org/W2108598243","https://openalex.org/W2109426455","https://openalex.org/W2114986745","https://openalex.org/W2117539524","https://openalex.org/W2165484066","https://openalex.org/W2325533533","https://openalex.org/W2473418344","https://openalex.org/W2773773675","https://openalex.org/W2775835322","https://openalex.org/W2789226849","https://openalex.org/W2796704765","https://openalex.org/W2798587560","https://openalex.org/W2799268396","https://openalex.org/W2805375573","https://openalex.org/W2809631449","https://openalex.org/W2908109788","https://openalex.org/W2910022251","https://openalex.org/W2945357379","https://openalex.org/W2951262644","https://openalex.org/W2951786554","https://openalex.org/W2952989203","https://openalex.org/W2962843773","https://openalex.org/W2963879260","https://openalex.org/W2964125718","https://openalex.org/W2967880504","https://openalex.org/W2985884876","https://openalex.org/W2995022099","https://openalex.org/W2998115938","https://openalex.org/W3002616974","https://openalex.org/W3008057074","https://openalex.org/W3010262580","https://openalex.org/W3011591403","https://openalex.org/W3014777329","https://openalex.org/W3021654819","https://openalex.org/W3034106913","https://openalex.org/W3035204084","https://openalex.org/W3035453001","https://openalex.org/W3038028469","https://openalex.org/W3086152015","https://openalex.org/W3109695251","https://openalex.org/W3125002451","https://openalex.org/W3128946327","https://openalex.org/W3172312230","https://openalex.org/W3182779558","https://openalex.org/W3194244110","https://openalex.org/W3202165894","https://openalex.org/W3203735593","https://openalex.org/W3207098686","https://openalex.org/W4220751842","https://openalex.org/W4285814248","https://openalex.org/W4295237421","https://openalex.org/W4297799122","https://openalex.org/W4320013936","https://openalex.org/W6638701278","https://openalex.org/W6639732818","https://openalex.org/W6640963894","https://openalex.org/W6675365184","https://openalex.org/W6728897251","https://openalex.org/W6733504720","https://openalex.org/W6735374517","https://openalex.org/W6748503580","https://openalex.org/W6750852989","https://openalex.org/W6752112591","https://openalex.org/W6757641797","https://openalex.org/W6759226220","https://openalex.org/W6772831701","https://openalex.org/W6780224944","https://openalex.org/W6782937392"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2093262417","https://openalex.org/W2566006169","https://openalex.org/W2123131699","https://openalex.org/W2987774938","https://openalex.org/W4390608645","https://openalex.org/W913131694","https://openalex.org/W650116260","https://openalex.org/W632915154"],"abstract_inverted_index":{"Industrial":[0,109],"Internet":[1],"provides":[2],"a":[3,90,114,157],"collaborative":[4],"computational":[5],"platform":[6],"for":[7,16,89,103],"participating":[8],"enterprises,":[9],"allowing":[10],"the":[11,21,29,37,45,69,85,97],"collection":[12],"of":[13,23,39,83,99],"big":[14],"data":[15,56,77,122,125,136,140,144],"machine":[17,105,149],"learning":[18,93,106,131,150],"tasks.":[19,151],"Despite":[20],"promise":[22],"training":[24],"and":[25,28,123,142],"deployment":[26],"acceleration,":[27],"potential":[30],"to":[31,54,128,138,146],"optimize":[32,147],"decision-making":[33],"processes":[34],"through":[35],"data-sharing,":[36],"adoption":[38],"such":[40],"technologies":[41],"is":[42],"impacted":[43],"by":[44,96],"increasing":[46],"concerns":[47],"about":[48],"information":[49],"privacy.":[50],"As":[51],"enterprises":[52],"prefer":[53],"keep":[55],"private,":[57],"this":[58],"limits":[59],"interoperability.":[60],"While":[61],"prior":[62],"work":[63],"has":[64],"largely":[65],"explored":[66],"privacy-preserving":[67,135],"mechanisms,":[68],"proposed":[70],"methods":[71],"naively":[72],"average":[73],"or":[74],"randomly":[75],"sample":[76],"shared":[78,121],"from":[79,126],"all":[80],"participants":[81,127],"instead":[82],"selecting":[84],"most":[86],"well-suited":[87],"subsets":[88],"particular":[91],"downstream":[92,148],"task.":[94],"Motivated":[95],"lack":[98],"effective":[100],"data-sharing":[101,116],"mechanisms":[102],"heterogeneous":[104],"tasks":[107],"in":[108],"Internet,":[110],"we":[111],"propose":[112],"PriED,":[113],"task-driven":[115],"framework":[117],"that":[118],"selectively":[119],"fuses":[120],"local":[124],"improve":[129],"supervised":[130],"performance.":[132],"PriED":[133],"utilizes":[134],"distillation":[137],"facilitate":[139],"exchange,":[141],"dynamic":[143],"selection":[145],"We":[152],"demonstrate":[153],"performance":[154],"improvements":[155],"on":[156],"real":[158],"semiconductor":[159],"manufacturing":[160],"case":[161],"study.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
