{"id":"https://openalex.org/W7131855616","doi":"https://doi.org/10.1504/ijics.2026.151930","title":"DMHDA: a model for real-time detection and mitigation of DDoS attacks in software defined networks","display_name":"DMHDA: a model for real-time detection and mitigation of DDoS attacks in software defined networks","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7131855616","doi":"https://doi.org/10.1504/ijics.2026.151930"},"language":"en","primary_location":{"id":"doi:10.1504/ijics.2026.151930","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijics.2026.151930","pdf_url":null,"source":{"id":"https://openalex.org/S85012289","display_name":"International Journal of Information and Computer Security","issn_l":"1744-1765","issn":["1744-1765","1744-1773"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Computer Security","raw_type":"journal-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/A5015302774","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0002-1629-0132"},"institutions":[{"id":"https://openalex.org/I904467727","display_name":"Himachal Pradesh University","ror":"https://ror.org/02s5yma07","country_code":"IN","type":"education","lineage":["https://openalex.org/I904467727"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Department of Computer Science, Himachal Pradesh University, Summer-Hill, Shimla, 171005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Himachal Pradesh University, Summer-Hill, Shimla, 171005, India","institution_ids":["https://openalex.org/I904467727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077598398","display_name":"Jawahar Thakur","orcid":"https://orcid.org/0000-0002-2832-5451"},"institutions":[{"id":"https://openalex.org/I904467727","display_name":"Himachal Pradesh University","ror":"https://ror.org/02s5yma07","country_code":"IN","type":"education","lineage":["https://openalex.org/I904467727"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jawahar Thakur","raw_affiliation_strings":["Department of Computer Science, Himachal Pradesh University, Summer-Hill, Shimla, 171005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Himachal Pradesh University, Summer-Hill, Shimla, 171005, India","institution_ids":["https://openalex.org/I904467727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I904467727"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17690941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"3","first_page":"329","last_page":"366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9882000088691711,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9882000088691711,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.002400000113993883,"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/T10734","display_name":"Information and Cyber Security","score":0.000699999975040555,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8920000195503235},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6247000098228455},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4964999854564667},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4765999913215637},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4544999897480011},{"id":"https://openalex.org/keywords/virtual-network","display_name":"Virtual network","score":0.42660000920295715},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.31859999895095825},{"id":"https://openalex.org/keywords/network-functions-virtualization","display_name":"Network Functions Virtualization","score":0.31619998812675476}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8920000195503235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829200029373169},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6247000098228455},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5629000067710876},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4964999854564667},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4916999936103821},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4765999913215637},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4544999897480011},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.42660000920295715},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39969998598098755},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C200789330","wikidata":"https://www.wikidata.org/wiki/Q7000834","display_name":"Network Functions Virtualization","level":3,"score":0.31619998812675476},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.3102000057697296},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.2978000044822693},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.27390000224113464},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.2565000057220459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijics.2026.151930","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijics.2026.151930","pdf_url":null,"source":{"id":"https://openalex.org/S85012289","display_name":"International Journal of Information and Computer Security","issn_l":"1744-1765","issn":["1744-1765","1744-1773"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Computer Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Software-defined":[0],"networks":[1,12],"(SDN)":[2],"offer":[3],"significant":[4,140],"flexibility,":[5],"scalability,":[6],"and":[7,33,39,53,65,93,103,123,144],"dynamic":[8],"management.":[9],"However,":[10],"these":[11],"are":[13],"increasingly":[14],"vulnerable":[15],"to":[16,30,72,88],"distributed":[17],"denial":[18],"of":[19,28,41,99,112,121],"service":[20],"(DDoS)":[21],"attacks.":[22],"This":[23],"study":[24],"investigates":[25],"the":[26,62,69,74,85,90,113,116],"susceptibility":[27],"SDNs":[29],"such":[31],"attacks":[32],"presents":[34],"a":[35,47,57,94,104,137],"DMHDA":[36],"(real-time":[37],"detection":[38,52,64],"mitigation":[40],"DDoS":[42],"attacks).":[43],"The":[44,81,107,125],"model":[45,83],"employs":[46],"unified":[48],"capability":[49],"for":[50,61,139],"both":[51],"mitigation.":[54],"It":[55],"features":[56],"custom-developed":[58],"script,":[59],"ryu2m.js,":[60],"real-time":[63],"mitigation,":[66],"along":[67],"with":[68],"elephant.py":[70],"script":[71],"identify":[73],"route":[75],"through":[76],"which":[77],"elephant":[78],"flow":[79],"occurs.":[80],"proposed":[82],"uses":[84],"sFlow":[86],"tool":[87],"monitor":[89],"network":[91],"traffic,":[92],"virtual":[95,100],"SDN":[96,147],"environment":[97],"consisting":[98],"hosts,":[101],"openvswitches,":[102],"RYU":[105],"controller.":[106],"sFlow-RT":[108],"application":[109],"provides":[110],"visualisation":[111,120],"topology":[114],"used,":[115],"connection":[117],"between":[118],"switches,":[119],"traffic":[122],"topology.":[124],"findings":[126],"emphasise":[127],"its":[128],"effectiveness":[129],"in":[130,142],"mitigating":[131],"congestion":[132],"caused":[133],"by":[134],"attacks,":[135],"indicating":[136],"potential":[138],"improvements":[141],"security":[143],"performance":[145],"within":[146],"environment.":[148]},"counts_by_year":[],"updated_date":"2026-03-01T06:05:34.837733","created_date":"2026-02-28T00:00:00"}
