A Decentralized, Secure, and Reliable Vehicle Platoon Formation With Privacy Protection for Autonomous Vehicles

dc.contributor.authorKhan, Rabia
dc.contributor.authorMehmood, Amjad
dc.contributor.authorSong, Houbing
dc.contributor.authorMaple, Carsten
dc.date.accessioned2025-04-01T14:55:50Z
dc.date.available2025-04-01T14:55:50Z
dc.date.issued2025-02-20
dc.description.abstractVehicle platooning enables vehicles to drive cooperatively on highways and motorways. This is to weigh numerous benefits such as lesser fuel consumption, safe drive and better road utilization. The main research focus of vehicle platoons is secure and dynamic platoon formation and ensuring privacy of vehicular data. Platoons are not safe from cyber-attacks and key is to safeguard the platoons from different known/unknown cyber threats. This paper introduces a dynamic and secure platoon formation technique targeting three different vehicle conditions on road. While the private credentials of CAVs is protected using zk-SNARK encryption protocol through permissioned Blockchain. The proposed system has been evaluated for its performance against DDoS and impersonation attack. Platoon formation time has been compared with other benchmarks and shows better results. While the performance against DDoS and impersonation attacks in comparison to the benchmarks is also improved. Since the limitation of zk-SNARK is it takes time to generate a proof and this has been also the focus of this study. The protocol has been fine tuned to adjust its parameters so that it could generate proof in less possible time.
dc.description.urihttps://ieeexplore.ieee.org/abstract/document/10897304/
dc.format.extent10 pages
dc.genrejournal articles
dc.genrepostprints
dc.identifierdoi:10.13016/m2ohky-39n4
dc.identifier.citationKhan, Rabia, Amjad Mehmood, Houbing Song, and Carsten Maple. ?A Decentralized, Secure, and Reliable Vehicle Platoon Formation With Privacy Protection for Autonomous Vehicles.? IEEE Transactions on Intelligent Transportation Systems, 2025, 1?10. https://doi.org/10.1109/TITS.2025.3537765.
dc.identifier.urihttps://doi.org/10.1109/TITS.2025.3537765
dc.identifier.urihttp://hdl.handle.net/11603/37934
dc.language.isoen_US
dc.publisherIEEE
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Information Systems Department
dc.relation.ispartofUMBC Faculty Collection
dc.rights? 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
dc.subjectimpersonation
dc.subjectElectronic mail
dc.subjectBlockchains
dc.subjectAggregates
dc.subjectCyberattack
dc.subjectVehicle dynamics
dc.subjectCAVs
dc.subjectSecurity
dc.subjectUMBC Security and Optimization for Networked Globe Laboratory (SONG Lab)
dc.subjectReliability
dc.subjectAuthentication
dc.subjectPrivacy
dc.subjectVehicle platoon
dc.subjectDDoS
dc.subjectpermissioned blockchain
dc.subjectzk-SNARK
dc.subjectAutonomous vehicles
dc.titleA Decentralized, Secure, and Reliable Vehicle Platoon Formation With Privacy Protection for Autonomous Vehicles
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-2631-9223

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