{"id":"https://openalex.org/W4413125387","doi":"https://doi.org/10.1109/tdsc.2025.3596625","title":"QuickNLP: Faster Protocol of Secure Natural Language Processing for Edge Computing","display_name":"QuickNLP: Faster Protocol of Secure Natural Language Processing for Edge Computing","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413125387","doi":"https://doi.org/10.1109/tdsc.2025.3596625"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2025.3596625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3596625","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","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/A5087506605","display_name":"Qi Feng","orcid":"https://orcid.org/0000-0002-6927-7855"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Feng","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-6927-7855","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111234718","display_name":"Lingyan Han","orcid":null},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyan Han","raw_affiliation_strings":["Criminal Investigation Department Ministry of Public Security, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Criminal Investigation Department Ministry of Public Security, Beijing, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088264677","display_name":"Min Luo","orcid":"https://orcid.org/0000-0002-1819-9332"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Luo","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1819-9332","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0001-5274-7403"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["National Key Laboratory of Security Communication, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5274-7403","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Security Communication, Chengdu, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025668908","display_name":"Debiao He","orcid":"https://orcid.org/0000-0002-2446-7436"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Debiao He","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2446-7436","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09946097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"6","first_page":"7348","last_page":"7359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.6248999834060669,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.6248999834060669,"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/T10927","display_name":"Access Control and Trust","score":0.6223000288009644,"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"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.5437999963760376,"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":0.8189969062805176},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6151713728904724},{"id":"https://openalex.org/keywords/cryptographic-protocol","display_name":"Cryptographic protocol","score":0.4721158742904663},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.472040057182312},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44654279947280884},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4109538793563843},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33032500743865967},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.26488450169563293},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1326548457145691}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8189969062805176},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6151713728904724},{"id":"https://openalex.org/C33884865","wikidata":"https://www.wikidata.org/wiki/Q1254335","display_name":"Cryptographic protocol","level":3,"score":0.4721158742904663},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.472040057182312},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44654279947280884},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4109538793563843},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33032500743865967},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26488450169563293},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1326548457145691},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2025.3596625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3596625","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G130668687","display_name":null,"funder_award_id":"62202339","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4117558629","display_name":null,"funder_award_id":"U21A20466","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4190834028","display_name":null,"funder_award_id":"62172307","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1666126665","https://openalex.org/W1997859100","https://openalex.org/W2539273492","https://openalex.org/W2701059868","https://openalex.org/W2765200655","https://openalex.org/W2765632506","https://openalex.org/W2895865029","https://openalex.org/W2940691483","https://openalex.org/W2964261135","https://openalex.org/W2973629179","https://openalex.org/W2984644945","https://openalex.org/W2990762906","https://openalex.org/W3032769455","https://openalex.org/W3048592926","https://openalex.org/W3093021001","https://openalex.org/W3108146280","https://openalex.org/W3108672920","https://openalex.org/W3109688427","https://openalex.org/W3133749795","https://openalex.org/W3141585064","https://openalex.org/W3155184874","https://openalex.org/W4285235413","https://openalex.org/W4288057725","https://openalex.org/W4318041103","https://openalex.org/W4323022560","https://openalex.org/W4365935443","https://openalex.org/W4383894805","https://openalex.org/W4385080250","https://openalex.org/W4388857541","https://openalex.org/W4389252440","https://openalex.org/W4400382079","https://openalex.org/W4402263660","https://openalex.org/W4402264258","https://openalex.org/W4402264337","https://openalex.org/W4408749900","https://openalex.org/W4408750063","https://openalex.org/W4408750076"],"related_works":["https://openalex.org/W2159180878","https://openalex.org/W2289378658","https://openalex.org/W1531360494","https://openalex.org/W2093529019","https://openalex.org/W1982325601","https://openalex.org/W2282990539","https://openalex.org/W4240432851","https://openalex.org/W154233216","https://openalex.org/W2626486901","https://openalex.org/W1988007309"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"on":[3,107],"edge":[4,8,103,177],"refers":[5],"to":[6,29,35,81,89,145,181],"combining":[7],"computing":[9],"and":[10,12,20,41,72,96,113,162],"AI,":[11],"enjoys":[13],"the":[14,36,66,83,102,108,124,132,137,147,163,182,187],"benefit":[15,85],"of":[16,68,86,193],"distributed":[17,139],"structure,":[18],"intelligence,":[19],"timeliness.":[21],"Specifically,":[22,130,179],"natural":[23,109],"language":[24,31,110],"processing":[25,30,111],"model,":[26],"which":[27],"allows":[28],"data":[32,174],"right":[33],"close":[34],"device":[37],"location":[38],"within":[39],"milliseconds":[40],"providing":[42],"intelligent":[43],"controller,":[44],"have":[45],"revolutionized":[46],"researches.":[47],"Recently,":[48],"privacy":[49,175],"concerns":[50],"spiked":[51],"when":[52],"it":[53,78],"is":[54,79],"applied":[55],"in":[56,123,176],"healthcare,":[57],"autonomous":[58],"vehicles,":[59],"manufacturing,":[60],"etc.":[61],"Secure":[62],"multi-party":[63],"computation":[64,95,119,188],"has":[65,157],"advantage":[67],"strong":[69],"security":[70],"guarantee":[71],"computability":[73],"over":[74],"multi-sourced":[75],"data.":[76],"However,":[77],"challenging":[80],"translate":[82],"timeliness":[84],"Edge":[87],"AI":[88],"secure":[90,117],"deployment,":[91],"as":[92],"only":[93],"constrained":[94],"storage":[97],"resources":[98],"are":[99],"available":[100],"for":[101,131,173],"nodes.":[104],"We":[105],"focus":[106],"(NLP),":[112],"design":[114],"an":[115],"efficient":[116],"three-party":[118],"protocol":[120],"(called":[121],"QuickNLP)":[122],"semi-honest":[125],"setting":[126],"tolerating":[127],"one":[128],"corruption.":[129],"non-linear":[133],"operations,":[134],"we":[135,185],"adopt":[136],"constant-round":[138],"comparison":[140],"function":[141,149],"(<inline-formula><tex-math":[142],"notation=\"LaTeX\">${\\sf":[143],"DCF}$</tex-math></inline-formula>)":[144],"evaluate":[146],"piecewise":[148],"efficiently":[150],"with":[151,160],"high":[152],"accuracy.":[153],"The":[154],"proposed":[155],"framework":[156],"been":[158],"experimented":[159],"Python":[161],"results":[164],"show":[165],"that":[166],"QuickNLP":[167],"could":[168],"be":[169],"a":[170,191],"valuable":[171],"solution":[172],"computing.":[178],"compared":[180],"existing":[183],"protocol,":[184],"improve":[186],"costs":[189],"by":[190],"factor":[192],"roughly":[194],"<inline-formula><tex-math":[195],"notation=\"LaTeX\">$7\\times$</tex-math></inline-formula>.":[196]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
