{"id":"https://openalex.org/W2953030092","doi":"https://doi.org/10.1109/tdsc.2019.2922958","title":"Efficient and Secure Decision Tree Classification for Cloud-Assisted Online Diagnosis Services","display_name":"Efficient and Secure Decision Tree Classification for Cloud-Assisted Online Diagnosis Services","publication_year":2019,"publication_date":"2019-06-14","ids":{"openalex":"https://openalex.org/W2953030092","doi":"https://doi.org/10.1109/tdsc.2019.2922958","mag":"2953030092"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2019.2922958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2019.2922958","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/A5051918696","display_name":"Jinwen Liang","orcid":"https://orcid.org/0000-0003-1306-3185"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwen Liang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035491991","display_name":"Zheng Qin","orcid":"https://orcid.org/0000-0003-0877-3887"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Qin","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705274","display_name":"Sheng Xiao","orcid":"https://orcid.org/0000-0003-1081-0739"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Xiao","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","[College of Computer Science and Electronic, Engineering Hunan University, Changsha, Hunan, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"[College of Computer Science and Electronic, Engineering Hunan University, Changsha, Hunan, China]","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049770994","display_name":"Lu Ou","orcid":"https://orcid.org/0000-0002-8441-781X"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Ou","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083787204","display_name":"Xiaodong Lin","orcid":"https://orcid.org/0000-0001-8916-6645"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaodong Lin","raw_affiliation_strings":["School of Computer Science, University of Guelph, Guelph, ON, Canada","School of Computer Science University of Guelph  Guelph ON Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"School of Computer Science University of Guelph  Guelph ON Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.0128,"has_fulltext":false,"cited_by_count":177,"citation_normalized_percentile":{"value":0.98636928,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"18","issue":"4","first_page":"1632","last_page":"1644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T10237","display_name":"Cryptography and Data Security","score":0.9993000030517578,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9976000189781189,"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":0.84809410572052},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7617010474205017},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6659507155418396},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6388542056083679},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.5471035242080688},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5423008799552917},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4908934235572815},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4430873394012451},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.44149544835090637},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39754390716552734},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3518467843532562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200407028198242},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25455746054649353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.84809410572052},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7617010474205017},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6659507155418396},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6388542056083679},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.5471035242080688},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5423008799552917},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4908934235572815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4430873394012451},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.44149544835090637},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39754390716552734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3518467843532562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200407028198242},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25455746054649353},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2019.2922958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2019.2922958","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G251628540","display_name":"\u4e91\u73af\u5883\u4e0b\u9762\u5411\u673a\u5668\u5b66\u4e60\u7684\u65b0\u578b\u52a0\u5bc6\u673a\u5236\u7814\u7a76","funder_award_id":"61772191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3021947750","display_name":null,"funder_award_id":"61300217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8758278897","display_name":null,"funder_award_id":"61872130","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"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W113022279","https://openalex.org/W1594031697","https://openalex.org/W1670263352","https://openalex.org/W1892798954","https://openalex.org/W1984680759","https://openalex.org/W2030888439","https://openalex.org/W2031533839","https://openalex.org/W2031738616","https://openalex.org/W2077198179","https://openalex.org/W2092422002","https://openalex.org/W2119874464","https://openalex.org/W2125055259","https://openalex.org/W2132172731","https://openalex.org/W2145426052","https://openalex.org/W2149706766","https://openalex.org/W2295445672","https://openalex.org/W2332738317","https://openalex.org/W2398935881","https://openalex.org/W2528233761","https://openalex.org/W2529689813","https://openalex.org/W2562025978","https://openalex.org/W2618198172","https://openalex.org/W2744061387","https://openalex.org/W2747433492","https://openalex.org/W2794159901","https://openalex.org/W2794194229","https://openalex.org/W2800439477","https://openalex.org/W2801722477","https://openalex.org/W2803039886","https://openalex.org/W2809795430","https://openalex.org/W2859081967","https://openalex.org/W2908399301","https://openalex.org/W2930871722","https://openalex.org/W2950943617","https://openalex.org/W3120740533","https://openalex.org/W3141585064","https://openalex.org/W4236137412","https://openalex.org/W4297957988","https://openalex.org/W4300349690","https://openalex.org/W6677855611","https://openalex.org/W6678449394","https://openalex.org/W6742460939","https://openalex.org/W6751891662"],"related_works":["https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832","https://openalex.org/W2592385415","https://openalex.org/W2030894524","https://openalex.org/W4243803609","https://openalex.org/W2350430350","https://openalex.org/W2623725391","https://openalex.org/W102063058"],"abstract_inverted_index":{"Decision":[0],"tree":[1,87,103,165],"classification":[2,88,180],"has":[3],"become":[4],"a":[5,18,73,99,106,131,193],"prevailing":[6],"technique":[7],"for":[8,28,75],"online":[9,22,77],"diagnosis":[10,23,54,78,146,194],"services.":[11,79],"By":[12],"outsourcing":[13],"computation":[14,34],"intensive":[15],"tasks":[16],"to":[17,105,115,126,138,154,191],"cloud":[19,66,128,140],"server,":[20,129],"cloud-assisted":[21,76],"services":[24],"are":[25],"better":[26],"ways":[27],"cases":[29],"that":[30,156,175,185],"the":[31,37,52,57,65,91,95,117,121,127,139,160,163,168,197],"storage":[32],"and":[33,56,84,109,130,142,167],"requirements":[35],"exceed":[36],"capability":[38],"of":[39,162],"medical":[40,96],"institutions.":[41],"With":[42],"privacy":[43],"concerns":[44],"as":[45,47],"well":[46],"intellectual":[48],"property":[49],"protection":[50],"issues,":[51],"valuable":[53],"classifier":[55,104,166],"sensitive":[58],"user":[59,132],"data":[60],"should":[61],"be":[62],"protected":[63],"against":[64],"server.":[67],"In":[68],"this":[69],"paper,":[70],"we":[71],"identify":[72],"work-flow":[74],"We":[80,149],"propose":[81],"an":[82,144],"efficient":[83],"secure":[85],"decision":[86,102,107,118,164],"scheme":[89,158,177,187],"in":[90,196],"proposed":[92],"work-flow.":[93],"Specifically,":[94],"institution":[97],"transforms":[98],"locally":[100],"pre-trained":[101],"table,":[108],"later":[110],"uses":[111],"searchable":[112],"symmetric":[113],"encryption":[114],"encrypt":[116],"table.":[119],"Then,":[120],"encrypted":[122,135,145],"table":[123],"is":[124],"outsourced":[125],"can":[133],"submit":[134],"physiological":[136],"features":[137],"server":[141],"obtain":[143],"prediction":[147],"back.":[148],"provide":[150],"formal":[151],"security":[152],"proofs":[153],"demonstrate":[155],"our":[157,176,186],"protects":[159],"confidentiality":[161],"user's":[169],"data.":[170],"The":[171],"performance":[172],"analysis":[173],"shows":[174],"achieves":[178],"faster-than-linear":[179],"speed.":[181],"Experimental":[182],"evaluations":[183],"show":[184],"requires":[188],"several":[189],"micro-seconds":[190],"process":[192],"request":[195],"tested":[198],"datasets.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":44},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
