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dc.creatorBerrueta Irigoyen, Eduardoes_ES
dc.creatorMorató Osés, Danieles_ES
dc.creatorMagaña Lizarrondo, Eduardoes_ES
dc.creatorIzal Azcárate, Mikeles_ES
dc.date.accessioned2020-07-03T12:54:10Z
dc.date.available2020-07-03T12:54:10Z
dc.date.issued2020
dc.identifier.citationE. Berrueta, D. Morato, E. Magaña and M. Izal, 'Open Repository for the Evaluation of Ransomware Detection Tools,' in IEEE Access, vol. 8, pp. 65658-65669, 2020, doi: 10.1109/ACCESS.2020.2984187.en
dc.identifier.issn2169-3536
dc.identifier.urihttps://hdl.handle.net/2454/37294
dc.description.abstractCrypto-ransomware is a type of malware that encrypts user files, deletes the original data, and asks for ransom to recover the hijacked documents. Several articles have presented detection techniques for this type of malware; these techniques are applied before the ransomware encrypts files or during its action in an infected host. The evaluation of these proposals has always been accomplished using sets of ransomware samples that are prepared locally for the research article, without making the data available. Different studies use different sets of samples and different evaluation metrics, resulting in insufficient comparability. In this paper, we describe a public data repository containing the file access operations of more than 70 ransomware samples during the encryption of a large network shared directory. These data have already been used successfully in the evaluation of a network-based ransomware detection algorithm. Now, we are making these data available to the community and describing their details, how they were captured, and how they can be used in the evaluation and comparison of the results of most ransomware detection techniques.en
dc.description.sponsorshipThis work was supported by the Spanish MINECO under Project TEC2015-69417-C2-2-R and Project PID2019-104451RB-C22.en
dc.format.extent12 p.
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.publisherIEEEen
dc.relation.ispartofIEEE Access, 2020, 8, 65658-65669en
dc.rightsThis work is licensed under a Creative Commons Attribution 4.0 License.en
dc.subjectRansomwareen
dc.subjectOpen repositoryen
dc.subjectTraffic analysisen
dc.titleOpen repository for the evaluation of ransomware detection toolsen
dc.typeinfo:eu-repo/semantics/articleen
dc.typeArtículo / Artikuluaes
dc.contributor.departmentUniversidad Pública de Navarra. Departamento de Ingeniería Eléctrica, Electrónica y de Comunicaciónes_ES
dc.contributor.departmentNafarroako Unibertsitate Publikoa. Ingeniaritza Elektriko, Elektroniko eta Telekomunikazio Sailaeu
dc.contributor.departmentUniversidad Pública de Navarra / Nafarroako Unibertsitate Publikoa. ISC - Institute of Smart Citieses_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen
dc.rights.accessRightsAcceso abierto / Sarbide irekiaes
dc.identifier.doi10.1109/ACCESS.2020.2984187
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/1PE/TEC2015-69417en
dc.relation.publisherversionhttps://doi.org/10.1109/ACCESS.2020.2984187
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dc.type.versionVersión publicada / Argitaratu den bertsioaes


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