{"id":"https://openalex.org/W4394951278","doi":"https://doi.org/10.1109/tmc.2024.3391294","title":"FeaShare: Feature Sharing for Computation Correctness in Edge Preprocessing","display_name":"FeaShare: Feature Sharing for Computation Correctness in Edge Preprocessing","publication_year":2024,"publication_date":"2024-04-19","ids":{"openalex":"https://openalex.org/W4394951278","doi":"https://doi.org/10.1109/tmc.2024.3391294"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3391294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3391294","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"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 Mobile 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/A5082138815","display_name":"Zhihui Zhao","orcid":"https://orcid.org/0000-0003-3104-5263"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Zhao","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3104-5263","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093089932","display_name":"Haoyu Bin","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Bin","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-4032-2358","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339431","display_name":"Hong Li","orcid":"https://orcid.org/0000-0003-1353-7838"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1353-7838","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608122","display_name":"Nan Yu","orcid":"https://orcid.org/0000-0001-6051-1126"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Yu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087012171","display_name":"Hongsong Zhu","orcid":"https://orcid.org/0000-0003-3720-7403"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsong Zhu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3720-7403","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061643975","display_name":"Limin Sun","orcid":"https://orcid.org/0000-0003-2745-7521"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Sun","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2745-7521","affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, and the School of Cyberspace Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4993,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91642396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"23","issue":"12","first_page":"11029","last_page":"11044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.6233999729156494,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.6233999729156494,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.5996999740600586,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.5730999708175659,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8886008262634277},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.8074930906295776},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5987975597381592},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5730475783348083},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5075117349624634},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4591270685195923},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4313167929649353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28951704502105713},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28129783272743225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8886008262634277},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8074930906295776},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5987975597381592},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5730475783348083},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5075117349624634},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4591270685195923},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4313167929649353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28951704502105713},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28129783272743225},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3391294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3391294","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8300213929","display_name":"\u8f66\u8054\u7f51\u5b89\u5168\u667a\u80fd\u76d1\u6d4b\u4e0e\u7ba1\u7406\u7406\u8bba\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61931019","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/W1996475033","https://openalex.org/W2186094539","https://openalex.org/W2743636256","https://openalex.org/W2750384547","https://openalex.org/W2767149267","https://openalex.org/W2886845474","https://openalex.org/W2898367412","https://openalex.org/W2962736685","https://openalex.org/W2962851801","https://openalex.org/W2963540401","https://openalex.org/W3005084388","https://openalex.org/W3006764107","https://openalex.org/W3015297534","https://openalex.org/W3036931127","https://openalex.org/W3042339473","https://openalex.org/W3110845456","https://openalex.org/W3138597937","https://openalex.org/W3149517271","https://openalex.org/W3152517757","https://openalex.org/W3163499064","https://openalex.org/W3193611757","https://openalex.org/W4281609193","https://openalex.org/W4285282359","https://openalex.org/W4310677091","https://openalex.org/W4313451592","https://openalex.org/W4324007070","https://openalex.org/W4362513799","https://openalex.org/W4365935939","https://openalex.org/W4367047481","https://openalex.org/W4386969722","https://openalex.org/W4388856736","https://openalex.org/W6637373629","https://openalex.org/W6686583229","https://openalex.org/W6743187627","https://openalex.org/W6743688258","https://openalex.org/W6755843862","https://openalex.org/W6773870366"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W4283160672","https://openalex.org/W1524101012"],"abstract_inverted_index":{"Edge":[0],"preprocessing":[1],"is":[2,53,101,146,194],"a":[3,44,70,76,175],"critical":[4],"service":[5,57],"type":[6],"in":[7],"edge":[8,22,39,49,67,94,134,151],"computing.":[9],"However,":[10],"untrusted":[11],"edges":[12],"may":[13],"be":[14],"malicious":[15],"to":[16,38,47,60,86,105,114,118,149],"provide":[17],"incorrect":[18],"computational":[19],"results":[20,68,83,128],"(i.e.,":[21],"tampering).":[23],"Although":[24],"some":[25],"studies":[26],"have":[27,34],"considered":[28],"the":[29,91,98,106,109,119,127,165,168,185],"correctness":[30],"of":[31,72,79,93,129,178,184],"results,":[32],"they":[33],"limitations":[35],"when":[36,97],"applied":[37],"preprocessing.":[40],"We":[41,153],"present":[42],"FeaShare,":[43],"feature-sharing":[45],"approach,":[46],"verify":[48],"results.":[50],"The":[51],"process":[52],"integrated":[54],"into":[55],"normal":[56],"operations.":[58],"Meanwhile,":[59],"overcome":[61],"feature-based":[62],"limitations,":[63],"terminals":[64],"obtain":[65],"partial":[66,82],"for":[69],"set":[71],"data":[73,121],"by":[74],"executing":[75],"small":[77],"number":[78],"computations.":[80],"These":[81],"are":[84,112,141],"leveraged":[85],"construct":[87],"shared":[88,110],"features,":[89],"facilitating":[90],"detection":[92,176],"tampering":[95],"even":[96],"tampered":[99],"portion":[100],"not":[102,147],"directly":[103],"related":[104],"features.":[107],"Subsequently,":[108],"features":[111,124],"mapped":[113],"pseudo-data":[115],"and":[116,139,143,171,189],"added":[117],"terminal's":[120],"sequence,":[122],"preventing":[123],"from":[125],"influencing":[126],"terminal":[130],"data.":[131],"To":[132],"resist":[133],"attacks,":[135],"both":[136],"feature":[137],"construction":[138],"placement":[140],"time-dependent":[142],"dynamic.":[144],"FeaShare":[145,155],"confined":[148],"specific":[150],"tasks.":[152],"evaluate":[154],"using":[156],"3":[157],"typical":[158],"scenes":[159],"encompassing":[160],"5":[161],"applications.":[162],"For":[163],"instance,":[164],"evaluation":[166],"utilizing":[167],"VGG":[169],"model":[170],"CIFAR-10":[172],"dataset":[173],"demonstrates":[174],"rate":[177,193],"97%.":[179],"Terminals":[180],"perform":[181],"approximately":[182],"10%":[183],"edge's":[186],"computation":[187],"operations,":[188],"its":[190],"overhead":[191],"growth":[192],"less":[195],"than":[196],"10%.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}