Security in networks of unmanned aerial vehicles for surveillance with an agent-based approach inspired by the principles of blockchain

dc.contributor.authorLacuesta, Raquel
dc.contributor.authorRajarajan, Muttukrishnan
dc.contributor.authorLloret, Jaime
dc.contributor.authorGarcía-Magariño García, Iván
dc.date.accessioned2024-12-17T11:44:02Z
dc.date.available2024-12-17T11:44:02Z
dc.date.issued2019
dc.description.abstractUnmanned aerial vehicles (UAVs) can support surveillance even in areas without network infrastructure. However, UAV networks raise security challenges because of its dynamic topology. This paper proposes a technique for maintaining security in UAV networks in the context of surveillance, by corroborating information about events from different sources. In this way, UAV networks can conform peer-to-peer information inspired by the principles of blockchain, and detect compromised UAVs based on trust policies. The proposed technique uses a secure asymmetric encryption with a pre-shared list of official UAVs. Using this technique, the wrong information can be detected when an official UAV is physically hijacked. The novel agent based simulator ABS-SecurityUAV is used to validate the proposed approach. In our experiments, around 90% of UAVs were able to corroborate information about a person walking in a controlled area, while none of the UAVs corroborated fake information coming from a hijacked UAV.
dc.description.departmentDepto. de Ingeniería de Software e Inteligencia Artificial (ISIA)
dc.description.facultyFac. de Informática
dc.description.refereedTRUE
dc.description.sponsorshipFoundation Ibercaja
dc.description.statuspub
dc.identifier.citationGarcía-Magariño, I., Lacuesta, R., Rajarajan, M., & Lloret, J. (2019). Security in networks of unmanned aerial vehicles for surveillance with an agent-based approach inspired by the principles of blockchain. Ad Hoc Networks, 86, 72-82
dc.identifier.doi10.1016/j.adhoc.2018.11.010
dc.identifier.officialurlhttps://doi.org/10.1016/j.adhoc.2018.11.010
dc.identifier.urihttps://hdl.handle.net/20.500.14352/112745
dc.journal.titleAd Hoc Networks
dc.language.isoeng
dc.page.final82
dc.page.initial72
dc.publisherElsevier
dc.relation.projectIDConstrucción de un framework para agilizar el desarrollo de aplicaciones m\'oviles en el ámbito de la salud (JIUZ-2017-TEC-03)
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.keywordAgent-based simulator
dc.subject.keywordBlockchain
dc.subject.keywordMulti-agent system
dc.subject.keywordSecurity
dc.subject.keywordSurveillance
dc.subject.keywordUnmanned aerial vehicle
dc.subject.ucmInformática (Informática)
dc.subject.unesco33 Ciencias Tecnológicas
dc.titleSecurity in networks of unmanned aerial vehicles for surveillance with an agent-based approach inspired by the principles of blockchain
dc.typejournal article
dc.type.hasVersionAM
dc.volume.number86
dspace.entity.typePublication
relation.isAuthorOfPublication8bd0e2f4-8424-4632-9460-07a25b52b64d
relation.isAuthorOfPublication.latestForDiscovery8bd0e2f4-8424-4632-9460-07a25b52b64d

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