{"id":"https://openalex.org/W7138831330","doi":"https://doi.org/10.1109/globecom59602.2025.11432743","title":"Real-time Botnets Activity Detection","display_name":"Real-time Botnets Activity Detection","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7138831330","doi":"https://doi.org/10.1109/globecom59602.2025.11432743"},"language":null,"primary_location":{"id":"doi:10.1109/globecom59602.2025.11432743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11432743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","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/A5066518996","display_name":"Christophe Maudoux","orcid":"https://orcid.org/0000-0001-5215-9046"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe Maudoux","raw_affiliation_strings":["CNAM / Cedric Lab,Paris,France,75003"],"affiliations":[{"raw_affiliation_string":"CNAM / Cedric Lab,Paris,France,75003","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120193242","display_name":"Maham Fatima Kayani","orcid":null},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maham Kayani","raw_affiliation_strings":["CNAM / Cedric Lab,Paris,France,75003"],"affiliations":[{"raw_affiliation_string":"CNAM / Cedric Lab,Paris,France,75003","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092416381","display_name":"Maroua Ghamri","orcid":"https://orcid.org/0000-0001-9258-8865"},"institutions":[{"id":"https://openalex.org/I116970179","display_name":"University of Jijel","ror":"https://ror.org/03kkfk814","country_code":"DZ","type":"education","lineage":["https://openalex.org/I116970179"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Maroua Ghamri","raw_affiliation_strings":["University of Jijel,Electronic Department,Jijel,Alg&#x00E9;rie"],"affiliations":[{"raw_affiliation_string":"University of Jijel,Electronic Department,Jijel,Alg&#x00E9;rie","institution_ids":["https://openalex.org/I116970179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061900997","display_name":"Selma Boumerdassi","orcid":"https://orcid.org/0000-0003-2603-2433"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Selma Boumerdassi","raw_affiliation_strings":["CNAM / Cedric Lab,Paris,France,75003"],"affiliations":[{"raw_affiliation_string":"CNAM / Cedric Lab,Paris,France,75003","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066518996"],"corresponding_institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79128638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3055","last_page":"3060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.7293000221252441,"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":0.7293000221252441,"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/T12127","display_name":"Software System Performance and Reliability","score":0.0430000014603138,"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":0.04170000180602074,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7172999978065491},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.6176000237464905},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4657999873161316},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.43939998745918274},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.3788999915122986},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.35199999809265137},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.33469998836517334}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7172999978065491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690000295639038},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.6176000237464905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5680999755859375},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4657999873161316},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.43939998745918274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41040000319480896},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.3788999915122986},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.33469998836517334},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.32899999618530273},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.31060001254081726},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25429999828338623},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom59602.2025.11432743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom59602.2025.11432743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2025 - 2025 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2035497590","https://openalex.org/W2066792529","https://openalex.org/W2076758681","https://openalex.org/W2571254578","https://openalex.org/W2809957137","https://openalex.org/W3011200047","https://openalex.org/W3081534155","https://openalex.org/W3137269758","https://openalex.org/W4293092751"],"related_works":[],"abstract_inverted_index":{"This":[0,48],"article":[1],"presents":[2],"${\\text{DiNATrA}}{\\mathcal{X}}$,":[3],"an":[4],"innovative":[5],"methodology":[6,99],"for":[7,152],"the":[8,97,108,117,136,139,145],"automated":[9],"detection":[10,46],"of":[11,20,41,81,111,138],"network":[12,68,147,171],"anomalies":[13,121],"in":[14,67,70,103],"heterogeneous":[15],"environments":[16],"(mobile,":[17],"ethernet)":[18],"or":[19,131,174],"different":[21,83,146],"scopes":[22],"(LAN,":[23],"MAN,":[24],"WAN).":[25],"${\\text{DiNATrA}}{\\mathcal{X}}$":[26,98,149],"is":[27],"based":[28,168],"on":[29,76,169],"three":[30],"main":[31],"functional":[32],"blocks:":[33],"data":[34,79],"collection":[35],"and":[36,44,58,64,93,107,157],"pre-processing,":[37],"analysis":[38,173],"by":[39,142],"sectors":[40],"interest":[42],"(SOI)":[43],"anomaly":[45],"itself.":[47],"framework":[49],"combines":[50],"temporal":[51],"modeling":[52],"(Time":[53],"Period,":[54],"Slice":[55],"&":[56],"Slot)":[57],"digital":[59],"signatures":[60],"(DNAs)":[61],"to":[62,72,119,123,135,144,165],"identify":[63],"quantify":[65],"variations":[66],"behavior":[69],"order":[71],"extract":[73],"any":[74],"anomalies.Evaluated":[75],"two":[77],"real":[78],"sets":[80],"completely":[82],"natures,":[84],"namely":[85],"CANCAN":[86],"(mobile":[87],"traffic":[88,172],"from":[89],"French":[90],"operator":[91],"Orange)":[92],"CTU-13":[94],"(botnet":[95],"traffic),":[96],"demonstrated":[100],"its":[101,153],"effectiveness":[102],"detecting":[104],"major":[105],"events":[106],"malicious":[109],"activity":[110],"various":[112],"botnets.":[113],"These":[114],"results":[115],"underline":[116],"ability":[118],"detect":[120],"linked":[122],"concrete":[124],"events,":[125],"such":[126],"as":[127],"outages,":[128],"crowd":[129],"movements":[130],"attacks,":[132,141],"while":[133],"adapting":[134,143],"needs":[137],"user":[140],"topologies,":[148],"stands":[150],"out":[151],"generic,":[154],"cyclic,":[155],"fractal,":[156],"interpretable":[158],"aspects,":[159],"offering":[160],"a":[161],"robust":[162],"reliable":[163],"alternative":[164],"traditional":[166],"methods":[167],"raw":[170],"statistical":[175],"approaches.":[176]},"counts_by_year":[],"updated_date":"2026-03-20T20:54:20.808490","created_date":"2026-03-20T00:00:00"}
