{"id":"https://openalex.org/W4401011499","doi":"https://doi.org/10.1007/s10586-024-04662-6","title":"DDoS attack detection techniques in IoT networks: a survey","display_name":"DDoS attack detection techniques in IoT networks: a survey","publication_year":2024,"publication_date":"2024-07-26","ids":{"openalex":"https://openalex.org/W4401011499","doi":"https://doi.org/10.1007/s10586-024-04662-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-024-04662-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-024-04662-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-024-04662-6.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10586-024-04662-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011432524","display_name":"Amir Pakmehr","orcid":null},"institutions":[{"id":"https://openalex.org/I197220011","display_name":"Qazvin Islamic Azad University","ror":"https://ror.org/023kjn321","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I197220011"]},{"id":"https://openalex.org/I4210091978","display_name":"Ostbayerische Technische Hochschule Amberg-Weiden","ror":"https://ror.org/00gm0aw40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210091978"]}],"countries":["DE","IR"],"is_corresponding":false,"raw_author_name":"Amir Pakmehr","raw_affiliation_strings":["Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran","Department of Electrical Engineering, Media and Computer Science, Ostbayerische Technische Hochschule Amberg-Weiden, Amberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran","institution_ids":["https://openalex.org/I197220011"]},{"raw_affiliation_string":"Department of Electrical Engineering, Media and Computer Science, Ostbayerische Technische Hochschule Amberg-Weiden, Amberg, Germany","institution_ids":["https://openalex.org/I4210091978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085756949","display_name":"Andreas A\u00dfmuth","orcid":"https://orcid.org/0009-0002-2081-2455"},"institutions":[{"id":"https://openalex.org/I4210091978","display_name":"Ostbayerische Technische Hochschule Amberg-Weiden","ror":"https://ror.org/00gm0aw40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210091978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas A\u00dfmuth","raw_affiliation_strings":["Department of Electrical Engineering, Media and Computer Science, Ostbayerische Technische Hochschule Amberg-Weiden, Amberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Media and Computer Science, Ostbayerische Technische Hochschule Amberg-Weiden, Amberg, Germany","institution_ids":["https://openalex.org/I4210091978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105098601","display_name":"Negar Taheri","orcid":null},"institutions":[{"id":"https://openalex.org/I1293555014","display_name":"Islamic Azad University of Tabriz","ror":"https://ror.org/04hnf9a51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I1293555014"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Negar Taheri","raw_affiliation_strings":["Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran","institution_ids":["https://openalex.org/I1293555014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038199586","display_name":"Ali Ghaffari","orcid":"https://orcid.org/0000-0001-5407-8629"},"institutions":[{"id":"https://openalex.org/I113330528","display_name":"Khazar University","ror":"https://ror.org/014te7048","country_code":"AZ","type":"education","lineage":["https://openalex.org/I113330528"]},{"id":"https://openalex.org/I1293555014","display_name":"Islamic Azad University of Tabriz","ror":"https://ror.org/04hnf9a51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I1293555014"]},{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]}],"countries":["AZ","IR","TR"],"is_corresponding":true,"raw_author_name":"Ali Ghaffari","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering and Natural Science, Istinye University, Istanbul, Turkey","Department of Computer Engineering, Khazar University, Baku, Azerbaijan","Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering and Natural Science, Istinye University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210121333"]},{"raw_affiliation_string":"Department of Computer Engineering, Khazar University, Baku, Azerbaijan","institution_ids":["https://openalex.org/I113330528"]},{"raw_affiliation_string":"Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran","institution_ids":["https://openalex.org/I1293555014"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038199586"],"corresponding_institution_ids":["https://openalex.org/I113330528","https://openalex.org/I1293555014","https://openalex.org/I4210121333"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":12.1687,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.99136473,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"27","issue":"10","first_page":"14637","last_page":"14668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8680610656738281},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.7865737676620483},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6896578073501587},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6832865476608276},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.5873572826385498},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5786037445068359},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5100008249282837},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36526763439178467},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.35542306303977966},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19333651661872864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680610656738281},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7865737676620483},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6896578073501587},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6832865476608276},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.5873572826385498},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5786037445068359},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5100008249282837},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36526763439178467},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.35542306303977966},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19333651661872864},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-024-04662-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-024-04662-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-024-04662-6.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10586-024-04662-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-024-04662-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-024-04662-6.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401011499.pdf","grobid_xml":"https://content.openalex.org/works/W4401011499.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1961942249","https://openalex.org/W2003544295","https://openalex.org/W2007531476","https://openalex.org/W2068301929","https://openalex.org/W2072641892","https://openalex.org/W2074623901","https://openalex.org/W2134295053","https://openalex.org/W2150213544","https://openalex.org/W2229135539","https://openalex.org/W2317064518","https://openalex.org/W2471235583","https://openalex.org/W2626437913","https://openalex.org/W2775195841","https://openalex.org/W2783466926","https://openalex.org/W2793976436","https://openalex.org/W2804566915","https://openalex.org/W2808779485","https://openalex.org/W2887423636","https://openalex.org/W2895262238","https://openalex.org/W2917170086","https://openalex.org/W2942653132","https://openalex.org/W2946156428","https://openalex.org/W2948973964","https://openalex.org/W2956839102","https://openalex.org/W2965568386","https://openalex.org/W2968118697","https://openalex.org/W2989565817","https://openalex.org/W2997516762","https://openalex.org/W3011613868","https://openalex.org/W3011928198","https://openalex.org/W3015392399","https://openalex.org/W3021575588","https://openalex.org/W3038859893","https://openalex.org/W3080524877","https://openalex.org/W3088127267","https://openalex.org/W3092254635","https://openalex.org/W3100903304","https://openalex.org/W3115944121","https://openalex.org/W3116027269","https://openalex.org/W3137750955","https://openalex.org/W3154206045","https://openalex.org/W3162682696","https://openalex.org/W3188576818","https://openalex.org/W3190992642","https://openalex.org/W3192252429","https://openalex.org/W3214807933","https://openalex.org/W4200131810","https://openalex.org/W4205752277","https://openalex.org/W4206409835","https://openalex.org/W4206571941","https://openalex.org/W4225114726","https://openalex.org/W4226490845","https://openalex.org/W4281714330","https://openalex.org/W4283269209","https://openalex.org/W4294192982","https://openalex.org/W4294608547","https://openalex.org/W4296136937","https://openalex.org/W4298012218","https://openalex.org/W4303834025","https://openalex.org/W4309006917","https://openalex.org/W4309340715","https://openalex.org/W4312126076","https://openalex.org/W4313830024","https://openalex.org/W4315779569","https://openalex.org/W4323842737","https://openalex.org/W4366090932","https://openalex.org/W4377822697","https://openalex.org/W4379114051","https://openalex.org/W4383821056","https://openalex.org/W4387059617","https://openalex.org/W4391424598","https://openalex.org/W4391470339","https://openalex.org/W4391935965","https://openalex.org/W4392642224","https://openalex.org/W4393033150","https://openalex.org/W4393859539","https://openalex.org/W4394595395","https://openalex.org/W4396505479","https://openalex.org/W4401051126"],"related_works":["https://openalex.org/W4386482731","https://openalex.org/W2765763546","https://openalex.org/W4385302085","https://openalex.org/W2360429410","https://openalex.org/W4230824443","https://openalex.org/W4377970398","https://openalex.org/W3026018975","https://openalex.org/W2185673024","https://openalex.org/W1484565796","https://openalex.org/W2142794587"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"Internet":[2],"of":[3,51,56,61,63,86,100,112,123,129,152,161,166],"Things":[4],"(IoT)":[5],"is":[6],"a":[7,158],"rapidly":[8],"emerging":[9],"technology":[10,23],"that":[11,90],"has":[12],"become":[13,84],"more":[14],"valuable":[15],"and":[16,26,30,32,39,66,94,115,147,178],"vital":[17],"in":[18,80,126,163],"our":[19],"daily":[20],"lives.":[21],"This":[22,117],"enables":[24],"connection":[25],"communication":[27],"between":[28],"objects":[29,35],"devices":[31],"allows":[33],"these":[34,64],"to":[36,48,136,145,170,173,175],"exchange":[37],"information":[38],"perform":[40],"intelligent":[41],"operations":[42],"with":[43,149],"each":[44],"other.":[45],"However,":[46],"due":[47],"the":[49,52,54,57,59,74,87,101,110,121,127,130,164],"scale":[50],"network,":[53,58],"heterogeneity":[55],"insecurity":[60],"many":[62],"devices,":[65,107],"privacy":[67],"protection,":[68],"it":[69],"faces":[70],"several":[71,143],"challenges.":[72],"In":[73],"last":[75],"decade,":[76],"distributed":[77],"DDoS":[78,96,124],"attacks":[79,97,125],"IoT":[81,106,167],"networks":[82],"have":[83],"one":[85],"growing":[88],"challenges":[89,177],"require":[91],"serious":[92],"attention":[93],"investigation.":[95],"take":[98],"advantage":[99],"limited":[102],"resources":[103],"available":[104],"on":[105],"which":[108,132],"disrupts":[109],"functionality":[111],"IoT-connected":[113],"applications":[114],"services.":[116],"article":[118],"comprehensively":[119],"examines":[120],"effects":[122],"context":[128],"IoT,":[131],"cause":[133],"significant":[134],"harm":[135],"existing":[137],"systems.":[138],"Also,":[139],"this":[140,150,155],"paper":[141],"investigates":[142],"solutions":[144],"identify":[146],"deal":[148],"type":[151],"attack.":[153],"Finally,":[154],"study":[156],"suggests":[157],"broad":[159],"line":[160],"research":[162],"field":[165],"security,":[168],"dedicated":[169],"examining":[171],"how":[172],"adapt":[174],"current":[176],"predicting":[179],"future":[180],"trends.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":7}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}