{"id":"https://openalex.org/W4383316140","doi":"https://doi.org/10.1109/medcomnet58619.2023.10168864","title":"Deep Ensemble-based Efficient Framework for Network Attack Detection","display_name":"Deep Ensemble-based Efficient Framework for Network Attack Detection","publication_year":2023,"publication_date":"2023-06-13","ids":{"openalex":"https://openalex.org/W4383316140","doi":"https://doi.org/10.1109/medcomnet58619.2023.10168864"},"language":"en","primary_location":{"id":"doi:10.1109/medcomnet58619.2023.10168864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet58619.2023.10168864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"},"type":"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/A5058941449","display_name":"Furqan Rustam","orcid":"https://orcid.org/0000-0001-8403-1047"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Furqan Rustam","raw_affiliation_strings":["School of Computer Science University College Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science University College Dublin,Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085489082","display_name":"Ali Raza","orcid":"https://orcid.org/0000-0001-5429-9835"},"institutions":[{"id":"https://openalex.org/I4210102737","display_name":"Khwaja Fareed University of Engineering and Information Technology","ror":"https://ror.org/0161dyt30","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210102737"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ali Raza","raw_affiliation_strings":["KFUEIT Rahim Yar Khan,Department of Computer Science,Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KFUEIT Rahim Yar Khan,Department of Computer Science,Pakistan","institution_ids":["https://openalex.org/I4210102737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074629800","display_name":"Imran Ashraf","orcid":"https://orcid.org/0000-0002-8271-6496"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Imran Ashraf","raw_affiliation_strings":["CE Yeungnam University Gyeongsan,Dept. of Information,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CE Yeungnam University Gyeongsan,Dept. of Information,Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022546955","display_name":"Anca Delia Jurcut","orcid":"https://orcid.org/0000-0002-2705-1823"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Anca Delia Jurcut","raw_affiliation_strings":["School of Computer Science University College Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science University College Dublin,Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8449,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91148698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9991000294685364,"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":0.8616769313812256},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6238700151443481},{"id":"https://openalex.org/keywords/hacker","display_name":"Hacker","score":0.5693109035491943},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5035318732261658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4978349208831787},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4957326352596283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4774109125137329},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.46237561106681824},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4587363004684448},{"id":"https://openalex.org/keywords/phishing","display_name":"Phishing","score":0.44075649976730347},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.438225656747818},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4153522253036499},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4145856499671936},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38719895482063293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38348639011383057},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2180386483669281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8616769313812256},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6238700151443481},{"id":"https://openalex.org/C86844869","wikidata":"https://www.wikidata.org/wiki/Q2798820","display_name":"Hacker","level":2,"score":0.5693109035491943},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5035318732261658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4978349208831787},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4957326352596283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4774109125137329},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.46237561106681824},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4587363004684448},{"id":"https://openalex.org/C83860907","wikidata":"https://www.wikidata.org/wiki/Q135005","display_name":"Phishing","level":3,"score":0.44075649976730347},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.438225656747818},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4153522253036499},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4145856499671936},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38719895482063293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38348639011383057},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2180386483669281},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/medcomnet58619.2023.10168864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/medcomnet58619.2023.10168864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 21st Mediterranean Communication and Computer Networking Conference (MedComNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2187089797","https://openalex.org/W2939087234","https://openalex.org/W2977098467","https://openalex.org/W3005630930","https://openalex.org/W3005805195","https://openalex.org/W3012339090","https://openalex.org/W3043077209","https://openalex.org/W3098755434","https://openalex.org/W3115242022","https://openalex.org/W3116191808","https://openalex.org/W3129321264","https://openalex.org/W3158456479","https://openalex.org/W3164999323","https://openalex.org/W3165574415","https://openalex.org/W3193804826","https://openalex.org/W3203436613","https://openalex.org/W3210477895","https://openalex.org/W4210878212","https://openalex.org/W4225308703","https://openalex.org/W4229046377","https://openalex.org/W4283448201","https://openalex.org/W4285101242","https://openalex.org/W4285234632","https://openalex.org/W4292506131","https://openalex.org/W4292567366","https://openalex.org/W4304807956","https://openalex.org/W4308648934","https://openalex.org/W4309740755","https://openalex.org/W4313201183","https://openalex.org/W4313887236","https://openalex.org/W6807827699","https://openalex.org/W6846048825","https://openalex.org/W6960244954"],"related_works":["https://openalex.org/W2921504876","https://openalex.org/W1982580243","https://openalex.org/W2183730421","https://openalex.org/W2149202530","https://openalex.org/W2807822918","https://openalex.org/W2790026742","https://openalex.org/W2185625238","https://openalex.org/W2339483600","https://openalex.org/W2906698902","https://openalex.org/W3172100151"],"abstract_inverted_index":{"Nowadays,":[0],"networks":[1],"play":[2],"a":[3,125],"critical":[4],"role":[5],"in":[6,52,103],"business,":[7],"education,":[8],"and":[9,29,38,46,68,96],"daily":[10],"life,":[11],"allowing":[12],"people":[13],"to":[14,63,81,132],"communicate":[15],"via":[16],"different":[17],"platforms":[18],"across":[19],"long":[20],"distances.":[21],"However,":[22],"such":[23,65],"communication":[24],"contains":[25],"many":[26],"potential":[27],"dangers":[28],"security":[30],"vulnerabilities":[31],"that":[32],"can":[33,61],"compromise":[34],"the":[35,104,108,115,119,133],"confidentiality,":[36],"integrity,":[37],"privacy":[39],"of":[40,122],"data.":[41],"Network":[42],"attacks,":[43],"malware,":[44],"hacking,":[45],"phishing":[47],"are":[48,101],"increasing":[49],"daily,":[50],"resulting":[51],"colossal":[53],"losses.":[54],"Automated":[55],"systems":[56],"based":[57],"on":[58],"artificial":[59],"intelligence":[60],"help":[62],"detect":[64,82],"attacks":[66,84],"efficiently":[67],"protect":[69],"sensitive":[70],"information.":[71],"This":[72],"work":[73],"proposes":[74],"an":[75],"ensemble":[76],"deep":[77],"voting":[78,110],"classifier":[79],"(EDVC)":[80],"network":[83,94],"with":[85,124],"high":[86],"accuracy.":[87],"Long":[88],"short-term":[89],"memory":[90],"(LSTM),":[91],"recurrent":[92,98],"neural":[93],"(RNN),":[95],"gated":[97],"unit":[99],"(GRU)":[100],"employed":[102],"proposed":[105],"approach":[106],"using":[107,114],"majority":[109],"criteria.":[111],"Experimental":[112],"results":[113],"NSL-KDD":[116],"dataset":[117],"indicate":[118],"superior":[120,131],"performance":[121],"EDVC":[123],"0.996":[126],"accuracy":[127],"score":[128],"which":[129],"is":[130],"existing":[134],"state-of-the-art":[135],"methods.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
