{"id":"https://openalex.org/W4312393832","doi":"https://doi.org/10.1145/3556677.3556687","title":"Hybrid Feature Selection for Efficient Detection of DDoS Attacks in IoT","display_name":"Hybrid Feature Selection for Efficient Detection of DDoS Attacks in IoT","publication_year":2022,"publication_date":"2022-07-26","ids":{"openalex":"https://openalex.org/W4312393832","doi":"https://doi.org/10.1145/3556677.3556687"},"language":"en","primary_location":{"id":"doi:10.1145/3556677.3556687","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556677.3556687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Deep Learning Technologies","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/A5100692009","display_name":"Hong Liang","orcid":"https://orcid.org/0000-0001-6131-7181"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Liang Hong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tenneessee State University, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tenneessee State University, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042047456","display_name":"Khadijeh Wehbi","orcid":null},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khadijeh Wehbi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tennessee State University, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tennessee State University, United States","institution_ids":["https://openalex.org/I75256744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074444533","display_name":"Tulha Hasan Al-Salah","orcid":null},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tulha Hasan Alsalah","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Tennessee State University, United States"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Tennessee State University, United States","institution_ids":["https://openalex.org/I75256744"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100692009"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8291,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74701712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"127"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.9094383716583252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8435923457145691},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.8162360787391663},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5536264181137085},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5502372980117798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5416946411132812},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5291417241096497},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4989914894104004},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49671822786331177},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.26380789279937744},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.109433114528656}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9094383716583252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8435923457145691},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8162360787391663},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5536264181137085},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5502372980117798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5416946411132812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5291417241096497},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4989914894104004},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49671822786331177},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.26380789279937744},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.109433114528656},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3556677.3556687","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3556677.3556687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 6th International Conference on Deep Learning Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1989606042","https://openalex.org/W2517207665","https://openalex.org/W2606537796","https://openalex.org/W2902435881","https://openalex.org/W2910218263","https://openalex.org/W3002711162","https://openalex.org/W3008932171","https://openalex.org/W3011613868","https://openalex.org/W3097515824"],"related_works":["https://openalex.org/W4386482731","https://openalex.org/W2765763546","https://openalex.org/W4385302085","https://openalex.org/W2360429410","https://openalex.org/W4390188535","https://openalex.org/W4256682929","https://openalex.org/W335511927","https://openalex.org/W20047544","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0,198],"increasing":[1],"Distributed":[2],"Denial":[3],"of":[4,11,62,102,150,188,207],"Service":[5],"(DDoS)":[6],"attacks":[7,33,118],"on":[8,34,119],"the":[9,17,50,60,80,84,94,103,108,123,171,186,192,205],"Internet":[10],"Things":[12],"(IoT)":[13],"is":[14,90,129,162,183,201],"leading":[15],"to":[16,30,77,92,115,131,164],"need":[18],"for":[19,175],"an":[20],"efficient":[21],"detection":[22,124,181],"approach.":[23,197],"Although":[24],"much":[25,202],"research":[26],"has":[27],"been":[28],"conducted":[29],"detect":[31,116],"DDoS":[32,117],"traditional":[35],"networks,":[36],"such":[37],"as":[38],"machine":[39],"learning":[40,66],"(ML)":[41],"based":[42,68],"approaches":[43],"that":[44,70,144,180],"have":[45],"improved":[46,184],"accuracy":[47,182],"and":[48,53,111,133,157,169],"confidence,":[49],"limited":[51],"bandwidth":[52],"computation":[54],"resources":[55],"in":[56,83],"IoT":[57,86,120],"networks":[58],"restrict":[59],"application":[61],"ML,":[63],"especially":[64],"deep":[65],"(DL)":[67],"solutions":[69],"require":[71],"extensive":[72],"input":[73,95],"data.":[74],"In":[75],"order":[76],"appropriately":[78],"address":[79],"security":[81],"issues":[82],"resources-constrained":[85],"network,":[87],"this":[88,113],"paper":[89],"aimed":[91],"reduce":[93,170],"data":[96,136,167,172],"dimensions":[97],"by":[98,191],"extracting":[99],"a":[100],"subset":[101,114],"most":[104],"relevant":[105],"features":[106,110,168,189],"from":[107],"original":[109],"using":[112],"without":[121],"degrading":[122],"performance.":[125],"A":[126,140],"cost-effective":[127],"model":[128],"developed":[130],"clean":[132],"prepare":[134],"raw":[135],"before":[137],"dimensionality":[138],"reduction.":[139],"hybrid":[141,194],"feature":[142,155,159,195,210],"selection":[143,160,196,211],"uses":[145],"Mutual":[146],"Information":[147],"(MI),":[148],"Analysis":[149],"Variance":[151],"(ANOVA),":[152],"Chi-Squared,":[153],"L1-based":[154],"selection,":[156],"Tree-based":[158],"algorithms":[161],"designed":[163],"identify":[165],"important":[166],"inputs":[173],"needed":[174],"detection.":[176],"Simulation":[177],"results":[178],"show":[179],"with":[185],"combination":[187,206],"chosen":[190],"proposed":[193],"training":[199],"time":[200],"less":[203],"than":[204],"each":[208],"individual":[209],"method.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}