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Cyber Security of the Railway wireless system: detection, decision and Human-in-the-Loop

Authors: Gransart, Christophe; Deniau, Virginie; Simon, Eric; Fleury, Anthony; Lecoeuche, Stéphane; Masson, Emilie; Millot, Patrick;

Cyber Security of the Railway wireless system: detection, decision and Human-in-the-Loop

Abstract

The networks used in the Railway domain are usually heterogeneous, not enough protected and not fitted to the usual Cyber Security requirements in terms of sustainability, protection and attack detection. Furthermore, the quick evolution of the telecommunication means, the threats and the sustainability aspects have to be taken into account in order to protect the Railway system. The paper presents the first contributions on Cyber Security for railways that can be divided into three main aspects dealing with the Cyber Security of the wireless part of the railway communication system: detection, decision and Human-in-the-Loop. Part of the work will be devoted to the development of an Open Pluggable Framework (OPF). The OPF is a software framework based on automation principles. It monitors the environment, then some algorithms detect abnormal behaviours, and next, OPF decides which reaction to take and finally apply this action (e.g. an alarm or a reconfiguration). The last part “human in the loop” aims at answering the questions: what happens if the automatic countermeasures fail and how the driver can cope with the attack consequences. It consists in placing professional drivers and OCC operators (Operational Control Center) in a realistic simulator and playing scenarios involving attacks. Scenarios are deduced of a vulnerability analysis and human-system resilience is studied experimentally in observing the human abilities to detect, to understand and to react to (simulated) cyber-attacks, or to their consequences. A preliminary methodology is proposed and discussed through a concrete case study.

Country
France
Keywords

CYBER-ATTACKS DETECTION;SOFTWARE DEFINED RADIO (SDR);CLASSIFICATION ALGORITHMS;TRAIN-TRAM SIMULATOR;SCENARIOS OF THREATS;ANALYSIS OF DRIVER BEHAVIOUR, Software Defined Radio (SDR), Train-tram Simulator, cyber-attacks detection, scenarios of threats, classification algorithms, DETECTION; LOGICIEL; INFORMATIQUE; ALGORITHME; CLASSIFICATION; SIMULATION; ANALYSE; COMPORTEMENT DU CONDUCTEUR; TECHNOLOGIE SANS FIL; TRANSPORT FERROVIAIRE; RESEAU DE TELECOMMUNICATIONS; AUTOMATISATION; SURVEILLANCE, cyber-attacks detection, Software Defined Radio (SDR), classification algorithms, Train-tram Simulator, scenarios of threats, analysis of driver behaviour., analysis of driver behaviour, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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