{"id":"https://openalex.org/W2790735776","doi":"https://doi.org/10.1109/tbdata.2018.2803841","title":"A Secure High-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction in Cloud Environment","display_name":"A Secure High-Order Lanczos-Based Orthogonal Tensor SVD for Big Data Reduction in Cloud Environment","publication_year":2018,"publication_date":"2018-02-07","ids":{"openalex":"https://openalex.org/W2790735776","doi":"https://doi.org/10.1109/tbdata.2018.2803841","mag":"2790735776"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2018.2803841","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5002937692","display_name":"Jun Feng","orcid":"https://orcid.org/0000-0001-9917-1819"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Feng","raw_affiliation_strings":["Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["Shenzhen Huazhong University of Science, Shenzhen Huazhong University of Science, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Huazhong University of Science, Shenzhen Huazhong University of Science, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022914758","display_name":"Guohui Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohui Dai","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392305","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0003-4457-6709"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074676946","display_name":"Deqing Zou","orcid":"https://orcid.org/0000-0001-8534-5048"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deqing Zou","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.851,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":29,"citation_normalized_percentile":{"value":0.787879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"5","issue":"3","first_page":"355","last_page":"367"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor Decompositions and Applications in Multilinear Algebra","score":0.9955,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor Decompositions and Applications in Multilinear Algebra","score":0.9955,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Flow Prediction and Forecasting","score":0.9857,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12326","display_name":"Algorithms and Architectures for Packet Classification","score":0.9716,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/higher-order-tensors","display_name":"Higher-Order Tensors","score":0.54981},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor Decomposition","score":0.549049},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular Value Decomposition","score":0.534695}],"concepts":[{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.83731633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78723013},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7576848},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.69528854},{"id":"https://openalex.org/C119256216","wikidata":"https://www.wikidata.org/wiki/Q913012","display_name":"Lanczos resampling","level":3,"score":0.6075238},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.60172725},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43195036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38105673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13153043},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.11491415},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2018.2803841","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61672249"}],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W139030970","https://openalex.org/W1530215515","https://openalex.org/W1548880861","https://openalex.org/W1927153363","https://openalex.org/W1980357388","https://openalex.org/W2002356434","https://openalex.org/W2003906223","https://openalex.org/W2018067627","https://openalex.org/W2029806690","https://openalex.org/W2048636460","https://openalex.org/W2053437444","https://openalex.org/W2056291033","https://openalex.org/W2067621994","https://openalex.org/W2074356711","https://openalex.org/W2074709832","https://openalex.org/W2093175219","https://openalex.org/W2094611130","https://openalex.org/W2096723158","https://openalex.org/W2106217851","https://openalex.org/W2119948977","https://openalex.org/W2130553876","https://openalex.org/W2132172731","https://openalex.org/W2137583836","https://openalex.org/W2147667726","https://openalex.org/W2158112071","https://openalex.org/W2283608423","https://openalex.org/W2291549475","https://openalex.org/W2303287830","https://openalex.org/W2342408547","https://openalex.org/W2345464210","https://openalex.org/W2365029783","https://openalex.org/W2403005236","https://openalex.org/W2467820268","https://openalex.org/W2519031330","https://openalex.org/W2530271030","https://openalex.org/W2530848730","https://openalex.org/W2565279987","https://openalex.org/W2604930203","https://openalex.org/W2769499470","https://openalex.org/W2790114547","https://openalex.org/W3121480663","https://openalex.org/W3124983056","https://openalex.org/W575847903"],"related_works":["https://openalex.org/W4292636185","https://openalex.org/W4210544666","https://openalex.org/W2962732538","https://openalex.org/W2900180351","https://openalex.org/W2766870359","https://openalex.org/W2132970963","https://openalex.org/W2073696440","https://openalex.org/W2050785904","https://openalex.org/W2013186713","https://openalex.org/W1551449546"],"abstract_inverted_index":{"Singular":[0],"value":[1],"decomposition":[2],"(SVD)":[3],"has":[4],"been":[5],"applied":[6],"to":[7,22,103,123,134,153,161,168],"cyber":[8,11,43,86,89],"security":[9,44,87,145,182],"and":[10,46,88,183,194,200],"forensics":[12],"since":[13],"it":[14,28],"can":[15,77,142],"reduce":[16,23,104],"data.":[17,106],"However,":[18],"SVD":[19,61,101,121,132,140,157,190],"is":[20,29,40,47,208],"hard":[21],"high-order":[24,37,68,97,105,170],"big":[25,38,64,69,82,171,212],"data":[26,34,39,65,70,83,144,172,213],"because":[27],"designed":[30],"for":[31,42,67,108,211],"only":[32],"matrix":[33],"initially.":[35],"Reducing":[36],"desired":[41],"applications,":[45],"a":[48,57,96,117],"very":[49,209],"challenging":[50],"issue.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55,93,115,179],"propose":[56],"novel":[58],"orthogonal":[59,99,119,130,138,155,188],"tensor":[60,100,120,131,139,156,189],"method":[62,122,141,207],"using":[63],"techniques":[66],"(naturally":[71],"represented":[72],"as":[73],"tensors)":[74],"reduction,":[75],"which":[76],"be":[78],"extensively":[79],"used":[80],"in":[81],"applications":[84],"of":[85,113,128,185],"forensics.":[90],"More":[91],"specifically,":[92],"first":[94,166],"present":[95],"lanczos-based":[98],"algorithm":[102,133],"Then,":[107],"utilizing":[109],"the":[110,125,129,154,165,181,201],"incomparable":[111],"benefits":[112],"cloud,":[114],"develop":[116],"secure":[118,137],"outsource":[124],"computation":[126],"task":[127],"cloud.":[135],"The":[136],"protect":[143],"from":[146],"untrusted":[147],"cloud":[148,176],"by":[149,174],"applying":[150],"garbled":[151],"circuits":[152],"algorithm.":[158],"This":[159],"is,":[160],"our":[162,186,205],"best":[163],"knowledge,":[164],"work":[167],"address":[169],"reduction":[173],"employing":[175],"computing.":[177],"Finally,":[178],"analyze":[180],"efficiency":[184],"proposed":[187,206],"on":[191],"synthetic":[192],"dataset":[193],"real":[195],"network":[196],"intrusion":[197],"detection":[198],"dataset,":[199],"results":[202],"demonstrate":[203],"that":[204],"promising":[210],"reduction.":[214]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2790735776","counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6}],"updated_date":"2024-10-09T06:53:54.909816","created_date":"2018-03-29"}
