{"id":"https://openalex.org/W4221097855","doi":"https://doi.org/10.23919/icact53585.2022.9728838","title":"DDoS attacks detection in the cloud using K-medoids algorithm","display_name":"DDoS attacks detection in the cloud using K-medoids algorithm","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4221097855","doi":"https://doi.org/10.23919/icact53585.2022.9728838"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728838","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728838","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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/A5061550595","display_name":"Seongho Yoon","orcid":"https://orcid.org/0000-0001-7915-275X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"SeongHo Yoon","raw_affiliation_strings":["Korea University,School of Cybersecurity,Seoul,Korea,02841"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Cybersecurity,Seoul,Korea,02841","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080758685","display_name":"Miyoung Kang","orcid":"https://orcid.org/0000-0003-2099-6688"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Miyoung Kang","raw_affiliation_strings":["Korea University,School of Cybersecurity,Seoul,Korea,02841"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Cybersecurity,Seoul,Korea,02841","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061550595"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.6486,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55075083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983000159263611,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9905999898910522,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.9483734369277954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.77305006980896},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.7159469723701477},{"id":"https://openalex.org/keywords/zombie","display_name":"Zombie","score":0.7102376818656921},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6528245806694031},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.596167266368866},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.503534734249115},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4897603988647461},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48412713408470154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3394152522087097},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.14976656436920166},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13975679874420166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07971847057342529}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9483734369277954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77305006980896},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.7159469723701477},{"id":"https://openalex.org/C144446859","wikidata":"https://www.wikidata.org/wiki/Q219164","display_name":"Zombie","level":2,"score":0.7102376818656921},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6528245806694031},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.596167266368866},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.503534734249115},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4897603988647461},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48412713408470154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3394152522087097},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.14976656436920166},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13975679874420166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07971847057342529}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728838","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728838","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311649","display_name":"Ministry of Education","ror":"https://ror.org/036nq5137"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2163375756","https://openalex.org/W6683790797"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2754163055","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W4256682929"],"abstract_inverted_index":{"A":[0],"denial":[1],"of":[2,30,43,90],"service":[3],"(DoS)":[4],"attack":[5,33,39],"means":[6],"that":[7,35],"users":[8],"cannot":[9],"use":[10],"a":[11,75],"device":[12],"or":[13,16],"access":[14],"server":[15],"network":[17,83],"resources":[18],"due":[19],"to":[20,77],"malicious":[21],"cyber":[22],"threats":[23],"by":[24,81],"an":[25],"attacker,":[26],"and":[27,50],"Distributed":[28],"Denial":[29],"Service":[31],"(DDoS)":[32],"is":[34],"several":[36],"zombie":[37],"PCs":[38],"in":[40],"the":[41,54,66,71,86,91],"form":[42],"DoS.":[44],"DDoS":[45,51,79],"attacks":[46,52,80],"are":[47,56],"increasing":[48],"daily,":[49],"on":[53],"cloud":[55,67],"also":[57],"growing.":[58],"In":[59],"this":[60],"paper,":[61],"since":[62],"IDS/IPS":[63],"operating":[64],"outside":[65],"does":[68],"not":[69],"recognize":[70],"inside,":[72],"we":[73],"propose":[74],"model":[76],"detect":[78],"checking":[82],"traffic":[84],"using":[85],"K-medoids":[87],"algorithm,":[88],"one":[89],"clustering":[92],"algorithms.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}