{"id":"https://openalex.org/W4380980111","doi":"https://doi.org/10.1186/s13677-023-00460-4","title":"A large-scale data security detection method based on continuous time graph embedding framework","display_name":"A large-scale data security detection method based on continuous time graph embedding framework","publication_year":2023,"publication_date":"2023-06-15","ids":{"openalex":"https://openalex.org/W4380980111","doi":"https://doi.org/10.1186/s13677-023-00460-4"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-023-00460-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00460-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00460-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00460-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101699562","display_name":"Zhaowei Liu","orcid":"https://orcid.org/0000-0003-4536-2091"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowei Liu","raw_affiliation_strings":["Department of Computer Science, Yantai University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112938800","display_name":"Weishuai Che","orcid":null},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weishuai Che","raw_affiliation_strings":["Department of Computer Science, Yantai University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101725344","display_name":"Shenqiang Wang","orcid":"https://orcid.org/0000-0002-3772-8674"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenqiang Wang","raw_affiliation_strings":["Department of Computer Science, Yantai University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031845169","display_name":"Jindong Xu","orcid":"https://orcid.org/0000-0001-6688-5014"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jindong Xu","raw_affiliation_strings":["Department of Computer Science, Yantai University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101445174","display_name":"Haoyu Yin","orcid":"https://orcid.org/0009-0005-1588-9310"},"institutions":[{"id":"https://openalex.org/I2800970254","display_name":"State Intellectual Property Office","ror":"https://ror.org/00zrjgm10","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800970254"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoyu Yin","raw_affiliation_strings":["Intellectual Property Protection Center, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Intellectual Property Protection Center, Yantai, China","institution_ids":["https://openalex.org/I2800970254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101445174"],"corresponding_institution_ids":["https://openalex.org/I2800970254"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.345,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6428407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991999864578247,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991999864578247,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8124997615814209},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7305443286895752},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6938601732254028},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5660953521728516},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5628587603569031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5206455588340759},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.43948444724082947},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.41500258445739746},{"id":"https://openalex.org/keywords/data-security","display_name":"Data security","score":0.41346120834350586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3340338170528412},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.2994101643562317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.251747190952301},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15233826637268066},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11472967267036438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8124997615814209},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7305443286895752},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6938601732254028},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5660953521728516},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5628587603569031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5206455588340759},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.43948444724082947},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.41500258445739746},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.41346120834350586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3340338170528412},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.2994101643562317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.251747190952301},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15233826637268066},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11472967267036438},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-023-00460-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00460-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00460-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2fcdfa4d2bf74edc87e66fe5fd66b54d","is_oa":true,"landing_page_url":"https://doaj.org/article/2fcdfa4d2bf74edc87e66fe5fd66b54d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 12, Iss 1, Pp 1-14 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-023-00460-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00460-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00460-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2954701993","display_name":null,"funder_award_id":"ZR2022","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3941638460","display_name":null,"funder_award_id":"ZR2022MF238","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G496790220","display_name":null,"funder_award_id":"62272405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310927","display_name":"Yantai University","ror":"https://ror.org/01rp41m56"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380980111.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W2154851992","https://openalex.org/W2538113469","https://openalex.org/W2787927827","https://openalex.org/W2936943092","https://openalex.org/W2962756421","https://openalex.org/W2969579839","https://openalex.org/W2971865858","https://openalex.org/W2988777870","https://openalex.org/W2990216434","https://openalex.org/W2992752586","https://openalex.org/W2995590401","https://openalex.org/W2998313947","https://openalex.org/W2998528434","https://openalex.org/W2999392229","https://openalex.org/W3020969699","https://openalex.org/W3024836211","https://openalex.org/W3029616724","https://openalex.org/W3045255111","https://openalex.org/W3086748812","https://openalex.org/W3095609162","https://openalex.org/W3102554291","https://openalex.org/W3104097132","https://openalex.org/W3120795858","https://openalex.org/W3120907553","https://openalex.org/W3144247401","https://openalex.org/W3161757600","https://openalex.org/W3164675724","https://openalex.org/W3181737292","https://openalex.org/W3204162860","https://openalex.org/W3214753197","https://openalex.org/W3217748719","https://openalex.org/W4205704613","https://openalex.org/W4212937970","https://openalex.org/W4213069590","https://openalex.org/W4214884149","https://openalex.org/W4220845760","https://openalex.org/W4226313405","https://openalex.org/W4226427994","https://openalex.org/W4284700703","https://openalex.org/W4285151040","https://openalex.org/W4285505260","https://openalex.org/W4292387463","https://openalex.org/W4302563337","https://openalex.org/W4306909306","https://openalex.org/W4311905637","https://openalex.org/W4312634941","https://openalex.org/W4317624859"],"related_works":["https://openalex.org/W3036264823","https://openalex.org/W3206528106","https://openalex.org/W2123605750","https://openalex.org/W2912814903","https://openalex.org/W2088740331","https://openalex.org/W2950907416","https://openalex.org/W3038102983","https://openalex.org/W2082479932","https://openalex.org/W2932872266","https://openalex.org/W4281484020"],"abstract_inverted_index":{"Abstract":[0],"Graph":[1],"representation":[2,87],"learning":[3,88,92],"has":[4,23],"made":[5],"significant":[6],"strides":[7],"in":[8,15,35,120,132,146,160,164,178,196],"various":[9,44,179],"fields,":[10],"including":[11],"sociology":[12],"and":[13,31,52,81,99,174],"biology,":[14],"recent":[16],"years.":[17],"However,":[18],"the":[19,29,59,101,138,147,165,189,197],"majority":[20],"of":[21,33,134,151,191,199],"research":[22],"focused":[24],"on":[25,69],"static":[26],"graphs,":[27],"neglecting":[28],"temporality":[30],"continuity":[32],"edges":[34],"dynamic":[36,39,126,143],"graphs.":[37],"Furthermore,":[38,137],"data":[40,49,64,83,103,121,180,200],"are":[41],"vulnerable":[42],"to":[43,97,104],"security":[45,65,122,181],"threats,":[46],"such":[47],"as":[48],"privacy":[50],"breaches":[51],"confidentiality":[53],"attacks.":[54],"To":[55],"tackle":[56],"this":[57,116],"issue,":[58],"present":[60],"paper":[61],"proposes":[62],"a":[63,70,85,161],"detection":[66],"method":[67,117],"based":[68],"continuous-time":[71,192],"graph":[72,86,127,193],"embedding":[73,128,194],"framework":[74,77,140,170,195],"(CTDGE).":[75],"The":[76,169],"models":[78],"temporal":[79,156],"dependencies":[80],"embeds":[82],"using":[84],"method.":[89],"A":[90],"machine":[91],"algorithm":[93],"is":[94,108,171,185],"then":[95],"employed":[96],"classify":[98],"predict":[100],"embedded":[102],"detect":[105],"if":[106],"it":[107],"secure":[109],"or":[110],"not.":[111],"Experimental":[112],"results":[113],"show":[114],"that":[115],"performs":[118],"well":[119],"detection,":[123],"surpassing":[124],"several":[125],"methods":[129,145],"by":[130],"5%":[131],"terms":[133],"AUC":[135],"metrics.":[136],"proposed":[139],"outperforms":[141],"other":[142],"baseline":[144],"node":[148],"classification":[149],"task":[150],"large-scale":[152],"graphs":[153],"containing":[154],"4321477":[155],"information":[157],"edges,":[158],"resulting":[159],"10%":[162],"improvement":[163],"F1":[166],"score":[167],"metric.":[168],"also":[172],"robust":[173],"scalable":[175],"for":[176,187],"application":[177],"domains.":[182],"This":[183],"work":[184],"important":[186],"promoting":[188],"use":[190],"field":[198],"security.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}