{"id":"https://openalex.org/W4394994340","doi":"https://doi.org/10.26599/bdma.2023.9020022","title":"An Intelligent Big Data Security Framework Based on AEFS-KENN Algorithms for the Detection of Cyber-Attacks from Smart Grid Systems","display_name":"An Intelligent Big Data Security Framework Based on AEFS-KENN Algorithms for the Detection of Cyber-Attacks from Smart Grid Systems","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4394994340","doi":"https://doi.org/10.26599/bdma.2023.9020022"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2023.9020022","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2023.9020022","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10506765/10506810.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ieeexplore.ieee.org/ielx7/8254253/10506765/10506810.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107986733","display_name":"Sankaramoorthy Muthubalaji","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104573","display_name":"CMR University","ror":"https://ror.org/015waqy33","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210104573"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sankaramoorthy Muthubalaji","raw_affiliation_strings":["CMR College of Engineering & Technology,Department of Electrical and Electronics Engineering,Hyderabad,India,501401"],"affiliations":[{"raw_affiliation_string":"CMR College of Engineering & Technology,Department of Electrical and Electronics Engineering,Hyderabad,India,501401","institution_ids":["https://openalex.org/I4210104573"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095828577","display_name":"Naresh Kumar Muniyaraj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Naresh Kumar Muniyaraj","raw_affiliation_strings":["Vardhaman College of Engineering Kacharam,Department of Electronics and Communication Engineering,Shamshabad,India,501218"],"affiliations":[{"raw_affiliation_string":"Vardhaman College of Engineering Kacharam,Department of Electronics and Communication Engineering,Shamshabad,India,501218","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111038047","display_name":"Sarvade Pedda Venkata Subba Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarvade Pedda Venkata Subba Rao","raw_affiliation_strings":["Sreenidhi Institute of Science and Technology,Department of Electronics and Communication Engineering,Hyderabad,India,501301"],"affiliations":[{"raw_affiliation_string":"Sreenidhi Institute of Science and Technology,Department of Electronics and Communication Engineering,Hyderabad,India,501301","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101504407","display_name":"T. Kavitha","orcid":null},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kavitha Thandapani","raw_affiliation_strings":["Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology,Department of Electronics and Communication Engineering,Chennai,India,600062"],"affiliations":[{"raw_affiliation_string":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology,Department of Electronics and Communication Engineering,Chennai,India,600062","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013892212","display_name":"P. Rama Mohan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pasupuleti Rama Mohan","raw_affiliation_strings":["Bharat Institute of Engineering and Technology,Department of Electrical and Electronics Engineering,Hyderabad,India,501510"],"affiliations":[{"raw_affiliation_string":"Bharat Institute of Engineering and Technology,Department of Electrical and Electronics Engineering,Hyderabad,India,501510","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111177740","display_name":"Thangam Somasundaram","orcid":"https://orcid.org/0000-0003-2251-3651"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thangam Somasundaram","raw_affiliation_strings":["Amrita School of Computing, Amrita Vishwa Vidhyapeetham,Department of Computer Science and Engineering,Bengaluru,India,560035"],"affiliations":[{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidhyapeetham,Department of Computer Science and Engineering,Bengaluru,India,560035","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028356071","display_name":"Yousef Farhaoui","orcid":"https://orcid.org/0000-0003-0870-6262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yousef Farhaoui","raw_affiliation_strings":["Faculty of Sciences and Techniques, Moulay Ismail University,T-IDMS, Department of Computer Science,Errachidia,Morocco,52000"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Techniques, Moulay Ismail University,T-IDMS, Department of Computer Science,Errachidia,Morocco,52000","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5107986733"],"corresponding_institution_ids":["https://openalex.org/I4210104573"],"apc_list":null,"apc_paid":null,"fwci":12.6694,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.99243278,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":"2","first_page":"399","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9958999752998352,"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":0.6655241250991821},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5561455488204956},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4411829710006714},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4253574311733246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33352357149124146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11270797252655029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6655241250991821},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5561455488204956},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4411829710006714},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4253574311733246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33352357149124146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11270797252655029},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/bdma.2023.9020022","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2023.9020022","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10506765/10506810.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e0e092855a6e430ab001e5e031cb74cc","is_oa":true,"landing_page_url":"https://doaj.org/article/e0e092855a6e430ab001e5e031cb74cc","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":"Big Data Mining and Analytics, Vol 7, Iss 2, Pp 399-418 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2023.9020022","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2023.9020022","pdf_url":"https://ieeexplore.ieee.org/ielx7/8254253/10506765/10506810.pdf","source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394994340.pdf","grobid_xml":"https://content.openalex.org/works/W4394994340.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W2293345892","https://openalex.org/W2734550125","https://openalex.org/W2746497701","https://openalex.org/W2767394715","https://openalex.org/W2767583265","https://openalex.org/W2946893466","https://openalex.org/W2949494275","https://openalex.org/W2958088520","https://openalex.org/W2959146022","https://openalex.org/W2999772819","https://openalex.org/W3043486047","https://openalex.org/W3044239919","https://openalex.org/W3080847572","https://openalex.org/W3085230347","https://openalex.org/W3086579950","https://openalex.org/W3087728398","https://openalex.org/W3106559595","https://openalex.org/W3127943761","https://openalex.org/W3134875698","https://openalex.org/W3138780148","https://openalex.org/W3180273110","https://openalex.org/W3211144245","https://openalex.org/W3215575541","https://openalex.org/W4200195981","https://openalex.org/W4206149208","https://openalex.org/W4283710979","https://openalex.org/W4283792068","https://openalex.org/W4285162373","https://openalex.org/W4285815822","https://openalex.org/W4289950852","https://openalex.org/W4292416206","https://openalex.org/W4293801546","https://openalex.org/W4297904507","https://openalex.org/W4303647513","https://openalex.org/W4309587907","https://openalex.org/W4309771115","https://openalex.org/W4312058488","https://openalex.org/W4312419687","https://openalex.org/W4313534169","https://openalex.org/W4313558385","https://openalex.org/W4313812216","https://openalex.org/W4313891707","https://openalex.org/W4315647204","https://openalex.org/W4315701265","https://openalex.org/W4317207036","https://openalex.org/W4317821550","https://openalex.org/W4318334686","https://openalex.org/W4319439792","https://openalex.org/W4319458147","https://openalex.org/W4322731402","https://openalex.org/W4353094200","https://openalex.org/W4377042587","https://openalex.org/W4380030059","https://openalex.org/W4381856354","https://openalex.org/W4387197245"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W2898021358"],"abstract_inverted_index":{"Big":[0],"data":[1,37,50,85,197],"has":[2],"the":[3,13,42,60,92,97,115,120,154,157,179,184,204],"ability":[4],"to":[5,19,80,112,137,151,177,212],"open":[6],"up":[7,211],"innovative":[8],"and":[9,26,52,70,181,216],"ground-breaking":[10],"prospects":[11],"for":[12,87,123,156,220],"electrical":[14],"grid,":[15],"which":[16],"also":[17],"supports":[18],"obtain":[20],"a":[21,39,82,127],"variety":[22],"of":[23,34,41,44,76,99,159,166,183,206,218],"technological,":[24],"social,":[25],"financial":[27],"benefits.":[28],"There":[29],"is":[30,79,110,135,149,209],"an":[31,103],"unprecedented":[32],"amount":[33],"heterogeneous":[35,61],"big":[36,84,196,224],"as":[38],"consequence":[40],"growth":[43],"power":[45],"grid":[46,94,122,168,223],"technologies,":[47],"along":[48],"with":[49,96,214],"processing":[51],"advanced":[53],"tools.":[54],"The":[55,73,143,200],"main":[56],"obstacles":[57],"in":[58,175,227],"turning":[59],"large":[62],"dataset":[63],"into":[64],"useful":[65],"results":[66,201],"are":[67,171],"computational":[68],"burden":[69],"information":[71],"security.":[72,125],"original":[74],"contribution":[75],"this":[77,228],"paper":[78],"develop":[81],"new":[83],"framework":[86],"detecting":[88],"various":[89],"intrusions":[90],"from":[91,119],"smart":[93,121,167,222],"systems":[95],"use":[98],"AI":[100],"mechanisms.":[101],"Here,":[102],"AdaBelief":[104,186],"Exponential":[105,187],"Feature":[106,188],"Selection":[107],"(AEFS)":[108],"technique":[109,134],"used":[111,136,150,226],"efficiently":[113,152],"handle":[114],"input":[116],"huge":[117],"datasets":[118,170,225],"boosting":[124],"Then,":[126],"Kernel":[128,190],"based":[129,191],"Extreme":[130,192],"Neural":[131,193],"Network":[132,194],"(KENN)":[133],"anticipate":[138],"security":[139,198],"vulnerabilities":[140],"more":[141],"effectively.":[142],"Polar":[144],"Bear":[145],"Optimization":[146],"(PBO)":[147],"algorithm":[148],"determine":[153],"parameters":[155],"estimate":[158],"radial":[160],"basis":[161],"function.":[162],"Moreover,":[163],"several":[164],"types":[165],"network":[169],"employed":[172],"during":[173],"analysis":[174],"order":[176],"examine":[178],"outcomes":[180],"efficiency":[182],"proposed":[185,207],"Selection-":[189],"(AEFS-KENN)":[195],"framework.":[199],"reveal":[202],"that":[203],"accuracy":[205],"AEFS-KENN":[208],"increased":[210],"99.5%":[213],"precision":[215],"AUC":[217],"99%":[219],"all":[221],"study.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":35},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}