Registro sencillo

dc.rights.licenseAttribution 4.0 International*
dc.contributor.authorSáez-de-Cámara, Xabier
dc.contributor.authorZurutuza, Urko
dc.contributor.otherFlores, José Luis
dc.contributor.otherArellano, Cristóbal
dc.contributor.otherUrbieta, Aitor
dc.date.accessioned2023-02-27T16:36:52Z
dc.date.available2023-02-27T16:36:52Z
dc.date.issued2023
dc.identifier.issn1941-0018en
dc.identifier.otherhttps://katalogoa.mondragon.edu/janium-bin/janium_login_opac.pl?find&ficha_no=171730en
dc.identifier.urihttps://hdl.handle.net/20.500.11984/6000
dc.description.abstractThe growing adoption of the Internet of Things (IoT) has brought a significant increase in attacks targeting those devices. Machine learning (ML) methods have shown promising results for intrusion detection; however, the scarcity of IoT datasets remains a limiting factor in developing ML-based security systems for IoT scenarios. Static datasets get outdated due to evolving IoT architectures and threat landscape; meanwhile, the testbeds used to generate them are rarely published. This paper presents the Gotham testbed, a reproducible and flexible security testbed extendable to accommodate new emulated devices, services or attackers. Gotham is used to build an IoT scenario composed of 100 emulated devices communicating via MQTT, CoAP and RTSP protocols, among others, in a topology composed of 30 switches and 10 routers. The scenario presents three threat actors, including the entire Mirai botnet lifecycle and additional red-teaming tools performing DoS, scanning, and attacks targeting IoT protocols. The testbed has many purposes, including a cyber range, testing security solutions, and capturing network and application data to generate datasets. We hope that researchers can leverage and adapt Gotham to include other devices, state-of-the-art attacks and topologies to share scenarios and datasets that reflect the current IoT settings and threat landscape.en
dc.description.sponsorshipComisión Europeaes
dc.description.sponsorshipGobierno de Españaes
dc.description.sponsorshipGobierno Vasco-Eusko Jaurlaritzaes
dc.language.isoengen
dc.publisherIEEEen
dc.rights© 2023 IEEEen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectInternet of Thingsen
dc.subjectBotneten
dc.subjectProtocolsen
dc.subjectsecurityen
dc.subjectmalwareen
dc.subjectServersen
dc.subjectSensorsen
dc.subjectemulationen
dc.subjectmachine learningen
dc.subjectnetwork securityen
dc.subjecttestbeden
dc.titleGotham Testbed: A Reproducible IoT Testbed for Security Experiments and Dataset Generationen
dcterms.accessRightshttp://purl.org/coar/access_right/c_abf2en
dcterms.sourceIEEE Transactions on Dependable and Secure Computingen
local.contributor.groupAnálisis de datos y ciberseguridades
local.description.peerreviewedtrueen
local.identifier.doihttps://doi.org/10.1109/TDSC.2023.3247166en
local.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/No 101021911/EU/A Cognitive Detection System for Cybersecure Operational/IDUNNen
local.relation.projectIDinfo:eu-repo/grantAgreement/GE/Ayudas Cervera para Centros Tecnológicos CDTI 2019/CER-20191012/ES/Red de Excelencia en Tecnologías de Seguridad y Privacidad/EGIDAen
local.relation.projectIDinfo:eu-repo/grantAgreement/GV/Elkartek 2021/KK-2021-00091/CAPV/REal tiME control and embeddeD securitY/REMEDYen
local.relation.projectIDinfo:eu-repo/grantAgreement/GV/Ikertalde Convocatoria 2022-2025/IT1676-22/CAPV/Grupo de sistemas inteligentes para sistemas industriales/en
local.contributor.otherinstitutionhttps://ror.org/03hp1m080es
oaire.format.mimetypeapplication/pdf
oaire.file$DSPACE\assetstore
oaire.resourceTypehttp://purl.org/coar/resource_type/c_6501en
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aaen


Ficheros en el ítem

Thumbnail
Thumbnail

Este ítem aparece en la(s) siguiente(s) colección(es)

Registro sencillo

Attribution 4.0 International
Excepto si se señala otra cosa, la licencia del ítem se describe como Attribution 4.0 International