{"id":"https://openalex.org/W4367306583","doi":"https://doi.org/10.1155/2023/7210034","title":"Intrusion Detection System Using the G-ABC with Deep Neural Network in Cloud Environment","display_name":"Intrusion Detection System Using the G-ABC with Deep Neural Network in Cloud Environment","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367306583","doi":"https://doi.org/10.1155/2023/7210034"},"language":"en","primary_location":{"id":"doi:10.1155/2023/7210034","doi":"https://doi.org/10.1155/2023/7210034","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7210034","pdf_url":"https://downloads.hindawi.com/journals/sp/2023/7210034.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2023/7210034.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018409699","display_name":"Nishika Gulia","orcid":"https://orcid.org/0009-0002-9669-5777","observed_orcids":["https://orcid.org/0009-0002-9669-5777"]},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nishika Gulia","raw_affiliation_strings":["Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India"],"raw_orcid":"https://orcid.org/0009-0002-9669-5777","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087000808","display_name":"Kamna Solanki","orcid":"https://orcid.org/0000-0003-1567-9610","observed_orcids":["https://orcid.org/0000-0003-1567-9610"]},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamna Solanki","raw_affiliation_strings":["Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India"],"raw_orcid":"https://orcid.org/0000-0003-1567-9610","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078847211","display_name":"Sandeep Dalal","orcid":"https://orcid.org/0000-0002-2924-3474","observed_orcids":["https://orcid.org/0000-0002-2924-3474"]},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Dalal","raw_affiliation_strings":["Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, India"],"raw_orcid":"https://orcid.org/0000-0002-2924-3474","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Applications, Maharshi Dayanand University, Rohtak, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066917790","display_name":"Amita Dhankhar","orcid":"https://orcid.org/0000-0002-9305-4088","observed_orcids":["https://orcid.org/0000-0002-9305-4088"]},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amita Dhankhar","raw_affiliation_strings":["Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India"],"raw_orcid":"https://orcid.org/0000-0002-9305-4088","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044022361","display_name":"Omdev Dahiya","orcid":"https://orcid.org/0000-0003-2245-2692","observed_orcids":["https://orcid.org/0000-0003-2245-2692"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Omdev Dahiya","raw_affiliation_strings":["School of Computer Science and Engineering, Lovely Professional University, Phagwara, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0003-2245-2692","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Lovely Professional University, Phagwara, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025823427","display_name":"N. Ummal Salmaan","orcid":"https://orcid.org/0000-0002-8689-3609","observed_orcids":["https://orcid.org/0000-0002-8689-3609"]},"institutions":[{"id":"https://openalex.org/I78545622","display_name":"Aksum University","ror":"https://ror.org/003659f07","country_code":"ET","type":"education","lineage":["https://openalex.org/I78545622"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"N. Ummal Salmaan","raw_affiliation_strings":["Department of Automotive Engineering, Aksum University, Axum, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-8689-3609","affiliations":[{"raw_affiliation_string":"Department of Automotive Engineering, Aksum University, Axum, Ethiopia","institution_ids":["https://openalex.org/I78545622"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025823427"],"corresponding_institution_ids":["https://openalex.org/I78545622"],"apc_list":{"value":2000,"currency":"USD","value_usd":2000},"apc_paid":{"value":2000,"currency":"USD","value_usd":2000},"fwci":1.984,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.85943945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"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":0.9984999895095825,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.0005000000237487257,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.00039999998989515007,"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/intrusion-detection-systems","display_name":"intrusion detection systems","score":0.9480000138282776},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"artificial bee colony algorithm","score":0.6639999747276306},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.8299999833106995},{"id":"https://openalex.org/keywords/cloud-security","display_name":"cloud security","score":0.8600000143051147},{"id":"https://openalex.org/keywords/network-attack-detection","display_name":"network attack detection","score":0.597000002861023},{"id":"https://openalex.org/keywords/nsl-kdd","display_name":"NSL-KDD dataset","score":0.7760000228881836},{"id":"https://openalex.org/keywords/unsw-nb15","display_name":"UNSW-NB15","score":0.9959999918937683},{"id":"https://openalex.org/keywords/denial-of-service-attacks","display_name":"denial-of-service attacks","score":0.7730000019073486},{"id":"https://openalex.org/keywords/backdoor-attacks","display_name":"backdoor attacks","score":0.7329999804496765},{"id":"https://openalex.org/keywords/worm-attacks","display_name":"worm attacks","score":0.6869999766349792},{"id":"https://openalex.org/keywords/user-to-root-attacks","display_name":"user-to-root attacks","score":0.7120000123977661},{"id":"https://openalex.org/keywords/probing-attacks","display_name":"probe attacks","score":0.7749999761581421}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806240439414978},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7333075404167175},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7116599082946777},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.6553909182548523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.537432849407196},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46614375710487366},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4615519046783447},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4472624659538269},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43030446767807007},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.41885361075401306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41206175088882446},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4069936275482178},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32130318880081177},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16455799341201782},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.12763401865959167},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1155/2023/7210034","doi":"https://doi.org/10.1155/2023/7210034","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7210034","pdf_url":"https://downloads.hindawi.com/journals/sp/2023/7210034.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1155/2023/7210034","doi":"https://doi.org/10.1155/2023/7210034","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2023/7210034","pdf_url":"https://downloads.hindawi.com/journals/sp/2023/7210034.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367306583.pdf","grobid_xml":"https://content.openalex.org/works/W4367306583.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1489073918","https://openalex.org/W1987452939","https://openalex.org/W2029353573","https://openalex.org/W2181709149","https://openalex.org/W2284098035","https://openalex.org/W2507351359","https://openalex.org/W2724268118","https://openalex.org/W2751279089","https://openalex.org/W2765609201","https://openalex.org/W2795248137","https://openalex.org/W2975816306","https://openalex.org/W3013386139","https://openalex.org/W3128447012","https://openalex.org/W3134870359","https://openalex.org/W3162492295","https://openalex.org/W4210601606","https://openalex.org/W4210698739","https://openalex.org/W4212842387"],"related_works":["https://openalex.org/W2803217416","https://openalex.org/W4293061825","https://openalex.org/W3011524935","https://openalex.org/W4324137604","https://openalex.org/W4366992600","https://openalex.org/W4414198818","https://openalex.org/W4399887369","https://openalex.org/W4286543372","https://openalex.org/W6939382552","https://openalex.org/W7136158741"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"plays":[2,25],"a":[3,26],"pivotal":[4],"role":[5,28],"in":[6,29,42],"sharing":[7],"resources":[8],"and":[9,33,75,99,116,135,138],"information.":[10],"It":[11],"is":[12,35,47,126,141,160],"challenging":[13],"to":[14,38,49,106,111,147,161],"secure":[15],"cloud":[16],"services":[17],"from":[18],"different":[19],"intruders.":[20],"Intrusion":[21],"detection":[22],"system":[23,166],"(IDS)":[24],"vital":[27],"detecting":[30],"intruder":[31,164],"attacks,":[32],"it":[34],"also":[36],"used":[37],"monitor":[39],"the":[40,43,51,54,61,83,92,132,144,149,152,158,163,168],"traffic":[41],"network.":[44],"The":[45,69,85,123,155],"paper":[46],"aimed":[48],"control":[50],"attacks":[52,102,119],"using":[53,82,91,128,167],"machine":[55],"learning":[56,170],"(ML)":[57],"technique":[58],"integrated":[59],"with":[60],"artificial":[62],"bee":[63],"colony":[64],"(ABC)":[65],"named":[66],"Group-ABC":[67],"(G-ABC).":[68],"IDS":[70],"detector":[71],"has":[72,87],"been":[73,80,88,121],"implemented":[74],"further":[76],"simulation":[77,124],"results":[78],"have":[79,120],"determined":[81],"G-ABC.":[84],"evaluation":[86],"carried":[89],"out":[90],"measures":[93],"such":[94,103],"as":[95,104],"precision,":[96],"recall,":[97],"accuracy,":[98],"F-measure.":[100],"Different":[101],"user":[105],"root":[107,110],"(U2R),":[108],"probe,":[109],"local":[112],"(R2L),":[113],"backdoors,":[114],"worms,":[115],"denial-of-service":[117],"(DoS)":[118],"detected.":[122],"analysis":[125,140],"performed":[127,142],"two":[129],"datasets,":[130],"namely,":[131],"NSL-KDD":[133],"dataset":[134],"UNSW-NB15":[136],"dataset,":[137],"comparative":[139],"against":[143],"existing":[145],"work":[146,159],"prove":[148],"effectiveness":[150],"of":[151,157],"proposed":[153],"IDS.":[154],"objective":[156],"determine":[162],"attacker":[165],"deep":[169],"technique.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-04-29T00:00:00"}