{"id":"https://openalex.org/W4312602099","doi":"https://doi.org/10.1515/comp-2022-0257","title":"Big data network security defense mode of deep learning algorithm","display_name":"Big data network security defense mode of deep learning algorithm","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312602099","doi":"https://doi.org/10.1515/comp-2022-0257"},"language":"en","primary_location":{"id":"doi:10.1515/comp-2022-0257","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2022-0257","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2022-0257/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.1515/comp-2022-0257/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032875811","display_name":"Yingle Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yingle Yu","raw_affiliation_strings":["Tandon School of Engineering, New York University , Brooklyn 11201 , New York , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tandon School of Engineering, New York University , Brooklyn 11201 , New York , USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032875811"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.8554,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75606593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"1","first_page":"345","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9642000198364258,"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":0.7420610189437866},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7073115110397339},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6925225853919983},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.6505528688430786},{"id":"https://openalex.org/keywords/security-service","display_name":"Security service","score":0.47611767053604126},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43754372000694275},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4370875358581543},{"id":"https://openalex.org/keywords/security-information-and-event-management","display_name":"Security information and event management","score":0.42033910751342773},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.3966849446296692},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.362211674451828},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15904805064201355},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.07368889451026917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7420610189437866},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7073115110397339},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6925225853919983},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.6505528688430786},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.47611767053604126},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43754372000694275},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4370875358581543},{"id":"https://openalex.org/C103377522","wikidata":"https://www.wikidata.org/wiki/Q3493999","display_name":"Security information and event management","level":4,"score":0.42033910751342773},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.3966849446296692},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.362211674451828},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15904805064201355},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.07368889451026917},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/comp-2022-0257","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2022-0257","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2022-0257/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f01118c6dd7d4f8e8705052e243c57ba","is_oa":true,"landing_page_url":"https://doaj.org/article/f01118c6dd7d4f8e8705052e243c57ba","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Open Computer Science, Vol 12, Iss 1, Pp 345-356 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/comp-2022-0257","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2022-0257","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2022-0257/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312602099.pdf","grobid_xml":"https://content.openalex.org/works/W4312602099.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2029316659","https://openalex.org/W2345276999","https://openalex.org/W2510827377","https://openalex.org/W2561981131","https://openalex.org/W2562128061","https://openalex.org/W2599743206","https://openalex.org/W2734408173","https://openalex.org/W2764034829","https://openalex.org/W2782522152","https://openalex.org/W2884001105","https://openalex.org/W2885010333","https://openalex.org/W2890321661","https://openalex.org/W3082982521","https://openalex.org/W3087182984","https://openalex.org/W3087225740","https://openalex.org/W3130746002","https://openalex.org/W3158131443","https://openalex.org/W4200153000"],"related_works":["https://openalex.org/W2033357182","https://openalex.org/W2065250680","https://openalex.org/W2336014427","https://openalex.org/W2092708554","https://openalex.org/W2353177111","https://openalex.org/W2608550600","https://openalex.org/W2495229164","https://openalex.org/W139145738","https://openalex.org/W2744631404","https://openalex.org/W2387034603"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,19,52,70,78,95,100,114,121,129,134,149,152,158,182,186],"rapid":[3],"development":[4],"and":[5,21,26,43,64,84,140,164,179],"progress":[6],"of":[7,23,72,81,102,116,123,133,161,188],"big":[8,15,73,82,103,162,189],"data":[9,16,74,83,104,163],"technology,":[10],"people":[11],"can":[12,127,145],"already":[13],"use":[14],"to":[17,58,68,88],"judge":[18],"transmission":[20],"distribution":[22],"network":[24,37,46,53,79,105,124,135,159,167,183],"information":[25],"make":[27],"better":[28],"decisions":[29],"in":[30,170,185],"time,":[31,151],"but":[32],"it":[33,65],"also":[34],"faces":[35],"major":[36],"threats":[38],"such":[39],"as":[40],"Trojan":[41],"horses":[42],"viruses.":[44],"Traditional":[45],"security":[47,71,80,106,125,130,153,160,168,184],"functions":[48],"generally":[49],"wait":[50],"until":[51],"power":[54],"is":[55,66],"turned":[56],"on":[57],"a":[59],"certain":[60],"extent":[61],"before":[62,176],"starting,":[63],"difficult":[67],"ensure":[69],"networks.":[75],"To":[76],"protect":[77,181],"improve":[85],"its":[86],"ability":[87],"defend":[89],"against":[90],"attacks,":[91],"this":[92],"article":[93],"introduces":[94],"deep":[96,117],"learning":[97,118],"algorithm":[98],"into":[99,120],"research":[101,122],"defense":[107,131,154],"mode.":[108],"The":[109],"test":[110],"results":[111],"show":[112],"that":[113,144],"introduction":[115],"algorithms":[119],"model":[126],"enhance":[128],"capability":[132],"by":[136],"5.12%,":[137],"proactively":[138],"detect,":[139],"kill":[141],"cyber":[142],"attacks":[143],"pose":[146],"threats.":[147],"At":[148],"same":[150],"mode":[155],"will":[156,173],"evaluate":[157],"analyze":[165],"potential":[166],"risks":[169,175],"detail,":[171],"which":[172],"prevent":[174],"they":[177],"occur":[178],"effectively":[180],"context":[187],"data.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}