{"id":"https://openalex.org/W3161690237","doi":"https://doi.org/10.1145/3440749.3442637","title":"Network Traffic Analysis for DDOS Attack Detection","display_name":"Network Traffic Analysis for DDOS Attack Detection","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3161690237","doi":"https://doi.org/10.1145/3440749.3442637","mag":"3161690237"},"language":"en","primary_location":{"id":"doi:10.1145/3440749.3442637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3440749.3442637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 4th International Conference on Future Networks and Distributed Systems (ICFNDS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057660732","display_name":"Atheer Alharthi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Atheer Alharthi","raw_affiliation_strings":["University of Jeddah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jeddah","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039986753","display_name":"Ala\u2019 Abdulmajid Eshmawi","orcid":"https://orcid.org/0000-0002-4610-2972"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ala Eshmawi","raw_affiliation_strings":["University of Jeddah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jeddah","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058407169","display_name":"Azzah Kabbas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Azzah Kabbas","raw_affiliation_strings":["University of Jeddah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jeddah","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062634912","display_name":"Lobna Hsairi","orcid":"https://orcid.org/0000-0002-1470-0564"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lobna Hsairi","raw_affiliation_strings":["University of Jeddah andTunis El Manar University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jeddah andTunis El Manar University","institution_ids":["https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23901957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994999766349792,"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":0.9313398003578186},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7853105068206787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.776526153087616},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6835106611251831},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6534005999565125},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6395940184593201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5740200877189636},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5606235861778259},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5244234800338745},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.49413660168647766},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.4932817816734314},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.48417001962661743},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4407045543193817},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3857501745223999},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.256091833114624},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2424774169921875},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.13449770212173462},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0637654960155487}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.9313398003578186},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7853105068206787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.776526153087616},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6835106611251831},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6534005999565125},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6395940184593201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5740200877189636},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5606235861778259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5244234800338745},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.49413660168647766},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.4932817816734314},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.48417001962661743},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4407045543193817},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3857501745223999},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.256091833114624},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2424774169921875},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.13449770212173462},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0637654960155487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3440749.3442637","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3440749.3442637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 4th International Conference on Future Networks and Distributed Systems (ICFNDS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2046054129","https://openalex.org/W2408350275","https://openalex.org/W2943926215","https://openalex.org/W2973207694"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W4385302085","https://openalex.org/W2754163055","https://openalex.org/W4256682929","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2186749541"],"abstract_inverted_index":{"Distributed":[0],"Denial":[1],"of":[2,8,34,60],"Service":[3],"attacks":[4,12,26],"(DDoS)":[5],"are":[6,27,46],"one":[7],"the":[9,58,75,82],"most":[10,76],"prevalent":[11],"threatening":[13],"systems":[14],"and":[15,30,68],"their":[16,35],"security.":[17],"In":[18],"this":[19],"paper,":[20],"various":[21],"models":[22],"to":[23,52],"categorize":[24],"these":[25],"presented,":[28],"analyzed":[29],"compared":[31],"on":[32],"regards":[33],"effectiveness":[36],"for":[37,44],"DDoS":[38,50],"detection.":[39],"Machine":[40],"learning":[41],"(ML)":[42],"algorithms":[43],"classification":[45],"used":[47],"after":[48],"pre-processing":[49],"dataset":[51],"classify":[53],"network":[54],"traffic.":[55],"After":[56],"analyzing":[57],"results":[59,78],"Na\u00efve":[61],"bayes,":[62],"Decision":[63],"Tree,":[64],"Support":[65],"Vector":[66],"Machine,":[67],"Random":[69,83],"Forest":[70,84],"classifiers,":[71],"we":[72],"conclude":[73],"that":[74],"accurate":[77],"appeared":[79],"when":[80],"using":[81],"classifier.":[85]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
