Joint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacks

dc.contributor.authorWang, Xiaoxuanen
dc.contributor.authorLiu, Lingjiaen
dc.contributor.authorZhu, Lien
dc.contributor.authorTang, Taoen
dc.contributor.departmentElectrical and Computer Engineeringen
dc.date.accessioned2019-08-14T14:59:15Zen
dc.date.available2019-08-14T14:59:15Zen
dc.date.issued2019en
dc.description.abstractThe security and Quality-of-Service (QoS) provisioning are two critical themes in urban rail communication-based train control (CBTC) data communication systems, which can directly affect the train's safe operation. In this paper, we design the novel train-centric CBTC systems using train-to-train (T2T) wireless communication with the innovative security check scheme. The local security certification and cooperative security check are proposed to detect and defense the Sybil attack based on the CBTC T2T communications. The quantized Age of Information (AoI) is used as an integrated QoS and security indicator of the train-centric CBTC data communication systems. The proposed AoI indicator fully considers the impact of the packet drop and re-transmission, Sybil attack, and the cooperative security check on CBTC systems. The policy-based asynchronous reinforcement learning is utilized to improve the integrated AoI performance. The simulation results show that the proposed cooperative security check scheme with the optimization model can achieve improved integrated AoI performance, compared with the traditional security check scheme. Moreover, with the help of the cooperative security check scheme, we detect and defense the Sybil attack against the train-centric CBTC systems with much higher probability.en
dc.description.notesThis work was supported in part by the National Crucial Research Plan under Grant 2018YFB1201501, in part by the National Natural Science Foundation of China under Grant 61790575 and Grant 61603031, and in part by the Beijing Natural Science Foundation under Grant L181004 and Grant Z191100010818001, and Project 2018JBM076, Project RCS2019ZT010, and Project RCS2018K008.en
dc.description.sponsorshipNational Crucial Research Plan [2018YFB1201501]; National Natural Science Foundation of China [61790575, 61603031]; Beijing Natural Science Foundation [L181004, Z191100010818001, 2018JBM076, RCS2019ZT010, RCS2018K008]en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1109/ACCESS.2019.2927048en
dc.identifier.eissn2169-3536en
dc.identifier.urihttp://hdl.handle.net/10919/93121en
dc.identifier.volume7en
dc.language.isoenen
dc.publisherIEEEen
dc.rightsCreative Commons Attribution 3.0 Unporteden
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/en
dc.subjectTrain-centric CBTCen
dc.subjectsecurityen
dc.subjectcooperative security checken
dc.subjectage of informationen
dc.titleJoint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacksen
dc.title.serialIEEE Accessen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.dcmitypeStillImageen
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