{"id":"https://openalex.org/W4387914235","doi":"https://doi.org/10.1109/codit58514.2023.10284387","title":"Enhancing Resilience against DDoS Attacks in SDN -based Supply Chain Networks Using Machine Learning","display_name":"Enhancing Resilience against DDoS Attacks in SDN -based Supply Chain Networks Using Machine Learning","publication_year":2023,"publication_date":"2023-07-03","ids":{"openalex":"https://openalex.org/W4387914235","doi":"https://doi.org/10.1109/codit58514.2023.10284387"},"language":"en","primary_location":{"id":"doi:10.1109/codit58514.2023.10284387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit58514.2023.10284387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5051342741","display_name":"Anass Sebbar","orcid":"https://orcid.org/0000-0002-0526-3569"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Anass Sebbar","raw_affiliation_strings":["International University of Rabat, ESIN,TICLab,Rabat,Morocco","TICLab, International University of Rabat, ESIN, Rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"International University of Rabat, ESIN,TICLab,Rabat,Morocco","institution_ids":["https://openalex.org/I4210106663"]},{"raw_affiliation_string":"TICLab, International University of Rabat, ESIN, Rabat, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062909705","display_name":"Karim Zkik","orcid":"https://orcid.org/0000-0002-8485-8455"},"institutions":[{"id":"https://openalex.org/I4210155865","display_name":"\u00c9cole Sup\u00e9rieure Angevine d'Informatique et de Productique","ror":"https://ror.org/058eyqd35","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210155865"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karim Zkik","raw_affiliation_strings":["ESAIP Ecole d&#x0027;Ingenieur, CERADE,Angers,France"],"affiliations":[{"raw_affiliation_string":"ESAIP Ecole d&#x0027;Ingenieur, CERADE,Angers,France","institution_ids":["https://openalex.org/I4210155865"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051342741"],"corresponding_institution_ids":["https://openalex.org/I4210106663"],"apc_list":null,"apc_paid":null,"fwci":1.8082,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86248809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"230","last_page":"234"},"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/T10714","display_name":"Software-Defined Networks and 5G","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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9954000115394592,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.9374039173126221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.779090166091919},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6749662756919861},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.6560996770858765},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.547032356262207},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.5285030007362366},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4860982894897461},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.41185659170150757},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.15710288286209106}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9374039173126221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.779090166091919},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6749662756919861},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.6560996770858765},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.547032356262207},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.5285030007362366},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4860982894897461},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.41185659170150757},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.15710288286209106},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit58514.2023.10284387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit58514.2023.10284387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 9th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2346331195","https://openalex.org/W2490388713","https://openalex.org/W2497362092","https://openalex.org/W2584217814","https://openalex.org/W2800773710","https://openalex.org/W2915905517","https://openalex.org/W2921237497","https://openalex.org/W2973021057","https://openalex.org/W2973165924","https://openalex.org/W3032931441","https://openalex.org/W3081430061","https://openalex.org/W3112950313","https://openalex.org/W3184765452","https://openalex.org/W6787273139"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W2754163055","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W2276629685"],"abstract_inverted_index":{"Distributed":[0],"Denial":[1],"of":[2,22,85,108,117,139],"Service":[3],"(DDoS)":[4],"attacks":[5,23,42,64,94],"are":[6,16],"becoming":[7],"increasingly":[8],"common":[9],"and":[10,12,49,61,91,123,131,133,137,147],"sophisticated,":[11],"supply":[13,97,151],"chain":[14,98,152],"networks":[15,67],"particularly":[17],"vulnerable":[18],"to":[19,25,37,52,72,89,113],"these":[20,75,128],"types":[21],"due":[24],"their":[26],"reliance":[27],"on":[28],"interconnected":[29],"systems.":[30],"Software-Defined":[31],"Networking":[32],"(SDN)":[33],"has":[34],"the":[35,50,83,104,115,135],"potential":[36],"enhance":[38],"resilience":[39],"against":[40,74],"DDoS":[41,63,93,120,144],"by":[43],"providing":[44],"a":[45],"centralized":[46,105],"control":[47,106],"mechanism":[48,107],"ability":[51],"reroute":[53],"traffic":[54],"dynamically.":[55],"However,":[56],"traditional":[57],"methods":[58],"for":[59,143],"detecting":[60],"mitigating":[62],"in":[65,95,149],"SDN-based":[66,96,150],"may":[68],"not":[69],"be":[70,111],"sufficient":[71],"protect":[73],"threats":[76],"fully.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,126],"propose":[82],"use":[84],"machine":[86,118,141],"learning":[87,142],"techniques":[88],"detect":[90],"mitigate":[92],"networks.":[99,153],"We":[100],"will":[101],"investigate":[102],"how":[103],"SDN":[109],"can":[110],"leveraged":[112],"improve":[114],"effectiveness":[116,132],"learning-based":[119],"attack":[121,145],"detection":[122,146],"mitigation.":[124],"Additionally,":[125],"evaluated":[127],"techniques'":[129],"performance":[130],"discussed":[134],"trade-offs":[136],"limitations":[138],"using":[140],"mitigation":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
