{"id":"https://openalex.org/W4400163503","doi":"https://doi.org/10.1145/3675741.3675753","title":"GothX: a generator of customizable, legitimate and malicious IoT network traffic","display_name":"GothX: a generator of customizable, legitimate and malicious IoT network traffic","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4400163503","doi":"https://doi.org/10.1145/3675741.3675753"},"language":"en","primary_location":{"id":"doi:10.1145/3675741.3675753","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675741.3675753","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Cyber Security Experimentation and Test Workshop","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3675741.3675753","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093436456","display_name":"Manuel Poisson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210133725","display_name":"CNR de la R\u00e9sistance aux Antibiotiques","ror":"https://ror.org/044yd5h03","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210133725"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Manuel Poisson","raw_affiliation_strings":["CentraleSup\u00e9lec, France and Amossys, France","AMOSSYS (France)","CIDRE - Confidentialit\u00e9, Int\u00e9grit\u00e9, Disponibilit\u00e9 et R\u00e9partition (France)","PIRAT - Protection de l\u2019information et r\u00e9sistances aux attaques (France)","CentraleSup\u00e9lec [campus de Rennes] (Campus de Rennes, Av. de la Boulaie, 35510 Cesson-S\u00e9vign\u00e9 - France)"],"raw_orcid":"https://orcid.org/0009-0004-1479-4953","affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, France and Amossys, France","institution_ids":["https://openalex.org/I4210107720"]},{"raw_affiliation_string":"AMOSSYS (France)","institution_ids":[]},{"raw_affiliation_string":"CIDRE - Confidentialit\u00e9, Int\u00e9grit\u00e9, Disponibilit\u00e9 et R\u00e9partition (France)","institution_ids":[]},{"raw_affiliation_string":"PIRAT - Protection de l\u2019information et r\u00e9sistances aux attaques (France)","institution_ids":["https://openalex.org/I4210133725"]},{"raw_affiliation_string":"CentraleSup\u00e9lec [campus de Rennes] (Campus de Rennes, Av. de la Boulaie, 35510 Cesson-S\u00e9vign\u00e9 - France)","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062774058","display_name":"Rodrigo Matos Carnier","orcid":"https://orcid.org/0000-0002-0843-3033"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I200475212","display_name":"The Graduate University for Advanced Studies, SOKENDAI","ror":"https://ror.org/0516ah480","country_code":"JP","type":"education","lineage":["https://openalex.org/I200475212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rodrigo Carnier","raw_affiliation_strings":["National Institute of Informatics, Japan","NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)"],"raw_orcid":"https://orcid.org/0000-0002-0843-3033","affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Japan","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"SOKENDAI - Graduate University for Advanced Studies [Hayama] (Shonan Village, Hayama, Kanagawa 240-0193 Japan - Japan)","institution_ids":["https://openalex.org/I200475212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101814201","display_name":"Kensuke Fukuda","orcid":"https://orcid.org/0000-0001-8372-2807"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kensuke Fukuda","raw_affiliation_strings":["National Institute of Informatics / Sokendai, Japan","NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)"],"raw_orcid":"https://orcid.org/0000-0001-8372-2807","affiliations":[{"raw_affiliation_string":"National Institute of Informatics / Sokendai, Japan","institution_ids":["https://openalex.org/I184597095"]},{"raw_affiliation_string":"NII - National Institute of Informatics (2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo 101-8430 - Japan)","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093436456"],"corresponding_institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210133725"],"apc_list":null,"apc_paid":null,"fwci":2.3548,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88992279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"73"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8528131246566772},{"id":"https://openalex.org/keywords/mqtt","display_name":"MQTT","score":0.672417402267456},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6512781381607056},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6156277656555176},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.593336820602417},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.5368536114692688},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.5312737226486206},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5034987330436707},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46434006094932556},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.43493399024009705},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.4270186722278595},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3776841163635254},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35508689284324646},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.32605892419815063},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.318021684885025},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.3096745014190674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2117404043674469},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10136473178863525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8528131246566772},{"id":"https://openalex.org/C132868160","wikidata":"https://www.wikidata.org/wiki/Q10322548","display_name":"MQTT","level":3,"score":0.672417402267456},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6512781381607056},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6156277656555176},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.593336820602417},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.5368536114692688},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.5312737226486206},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5034987330436707},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46434006094932556},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.43493399024009705},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.4270186722278595},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3776841163635254},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35508689284324646},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.32605892419815063},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.318021684885025},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.3096745014190674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2117404043674469},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10136473178863525},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3675741.3675753","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675741.3675753","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Cyber Security Experimentation and Test Workshop","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2407.07456","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.07456","pdf_url":"https://arxiv.org/pdf/2407.07456","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-04629350v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04629350","pdf_url":"https://inria.hal.science/hal-04629350/file/paper.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cyber Security Experimentation and Test Workshop, CSET","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3675741.3675753","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3675741.3675753","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th Cyber Security Experimentation and Test Workshop","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2927149048","display_name":null,"funder_award_id":"JPMJCR21M3","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2343571917","https://openalex.org/W2752223104","https://openalex.org/W2774161712","https://openalex.org/W2786202644","https://openalex.org/W2924689635","https://openalex.org/W2970019629","https://openalex.org/W3011754649","https://openalex.org/W3023846321","https://openalex.org/W3024356356","https://openalex.org/W3027336681","https://openalex.org/W3041059941","https://openalex.org/W3098620325","https://openalex.org/W3119712063","https://openalex.org/W3132321084","https://openalex.org/W3180062783","https://openalex.org/W3200618075","https://openalex.org/W3201045285","https://openalex.org/W4205140162","https://openalex.org/W4296558633","https://openalex.org/W4307986815","https://openalex.org/W4313125203","https://openalex.org/W4321483987","https://openalex.org/W4378365142","https://openalex.org/W4381736190","https://openalex.org/W4390869362"],"related_works":["https://openalex.org/W4230824443","https://openalex.org/W2292210693","https://openalex.org/W2038807247","https://openalex.org/W2097156747","https://openalex.org/W4301398392","https://openalex.org/W2997818875","https://openalex.org/W4379534844","https://openalex.org/W266939152","https://openalex.org/W2587627203","https://openalex.org/W3178296362"],"abstract_inverted_index":{"In":[0,91],"recent":[1],"years,":[2],"machine":[3],"learning-based":[4],"anomaly":[5],"detection":[6],"(AD)":[7],"has":[8],"become":[9],"an":[10,80],"important":[11],"measure":[12],"against":[13],"security":[14,49],"threats":[15],"from":[16,175,217,224],"Internet":[17],"of":[18,42,47,76,88,114,126,131,137,159,173,183,191,232,243,250,257,264],"Things":[19],"(IoT)":[20],"networks.":[21],"Machine":[22],"learning":[23],"(ML)":[24],"models":[25],"for":[26,108],"network":[27,127,144,198,265],"traffic":[28,65,77,99,107,132,174,221,266],"AD":[29,61],"require":[30],"datasets":[31,52,211],"to":[32,39,54,58,83,101,195,202,259],"be":[33,55],"trained,":[34],"evaluated":[35,229],"and":[36,44,86,105,139,152,155,171,200,222,247],"compared.":[37],"Due":[38],"the":[40,72,84,176,189,196,218,225,230,241,244,248,251,255,261],"necessity":[41],"realistic":[43,186],"up-to-date":[45],"representation":[46],"IoT":[48,109,143,177,235],"threats,":[50],"new":[51,185],"need":[53],"constantly":[56],"generated":[57,160,252],"train":[59],"relevant":[60],"models.":[62],"Since":[63],"most":[64],"generation":[66,78],"setups":[67],"are":[68],"developed":[69,119],"considering":[70],"only":[71],"author\u2019s":[73],"use,":[74],"replication":[75,242],"becomes":[79],"additional":[81],"challenge":[82],"creation":[85],"maintenance":[87],"useful":[89],"datasets.":[90,110,161],"this":[92],"work,":[93],"we":[94],"propose":[95],"GothX,":[96],"a":[97,112,184,192,203,238],"flexible":[98],"generator":[100],"create":[102],"both":[103],"legitimate":[104,138],"malicious":[106],"As":[111],"fork":[113],"Gotham":[115],"Testbed,":[116],"GothX":[117,162,233,258],"is":[118,163],"with":[120,209],"five":[121],"requirements:":[122],"1)":[123],"easy":[124],"configuration":[125],"topology,":[128],"2)":[129],"customization":[130],"parameters,":[133],"3)":[134],"automatic":[135,157,181],"execution":[136,182],"attack":[140,226],"scenarios,":[141],"4)":[142],"heterogeneity":[145],"(the":[146],"current":[147,262],"iteration":[148],"supports":[149],"MQTT,":[150],"Kafka":[151],"SINETStream":[153],"services),":[154],"5)":[156],"labeling":[158],"validated":[164],"by":[165],"two":[166,210],"use":[167,245],"cases:":[168],"a)":[169],"re-generation":[170],"enrichment":[172],"dataset":[178],"MQTTset,and":[179],"b)":[180],"scenario":[187],"including":[188],"exploitation":[190],"CVE":[193],"specific":[194],"Kafka-MQTT":[197],"topology":[199],"leading":[201],"DDoS":[204],"attack.":[205],"We":[206,228],"also":[207],"contribute":[208],"containing":[212],"mixed":[213],"traffic,":[214],"one":[215],"made":[216],"enriched":[219],"MQTTset":[220],"another":[223],"scenario.":[227],"scalability":[231],"(450":[234],"sensors":[236],"in":[237],"single":[239],"machine),":[240],"cases":[246],"validity":[249],"datasets,":[253],"confirming":[254],"ability":[256],"improve":[260],"state-of-the-art":[263],"generation.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2024-06-30T00:00:00"}