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Proceedings Paper

Quality-of-Service Degradation in Distributed Instrumentation Systems Through Poisoning of 5G Beamforming Algorithms

Publicated to:Lecture Notes In Computer Science. 13720 63-76 - 2023-01-01 13720(), DOI: 10.1007/978-3-030-64148-1_15

Authors: Bordel, B; Kettimuthu, R; Robles, T; Alcarria, R; Chung, J; Armuelles, I

Affiliations

Univ Chicago, Consortium Adv Sci & Engn - Author
Univ Panama - Author
Univ Politecn Madrid - Author

Abstract

Instrumentation systems are essential in many critical applications such as air defense and natural disaster prediction and control. In these systems, the Quality-of-Service, measurement capacity, resilience, and efficiency are higher than in traditional monolithic instruments, thus ultra-reliable low latency, broadband, and massive communications are required to communicate all those machines. In such scenario, 5G communication technologies are seen as a promising solution. To achieve that, 5G networks provide a new radio interface in which hundreds of antennas are used to serve around tens of users in each frequency slot. This approach is only feasible if all those antennas are controlled by a hybrid transmission and reception chain, where radio beams are conformed. However, this approach opens the door to innovative cyber-physical attacks. For instance, digital and analog beamforming algorithms may be poisoned to spread the energy in the free space, deny the 5G communication services, and use that as a vector to attack and degrade the instrumentation systems. In this paper, we describe a new method for poisoning 5G beamforming algorithms based on passive radio-obstacles. Our mathematical framework allows an attacker to manage an obstacle made of unit cells of absorbent materials and varactors, so it can mix and reflect MIMO radio signals in such a way beamforming algorithms get confused and spread all the energy into free space. To validate the proposed approach, a simulation scenario was built, where different beamforming algorithms were considered. Results show the proposed attack is successful with all kinds of hybrid and analog beamforming algorithms, so more than 90% of the available power is spread in the free space and Quality-of-Service of instrumentation systems is degraded around 77%.

Keywords

csclembeddedgpulearning analyticsmlreal-timetemporal network analysistumorvideo5g mobile communication systems5g networksAnalog beamformingArchitecture reconstructionBeamformingBeamforming algorithmsBeamforming poisoningComputational complexityComputer crimeCsclCybe-physical attackCyber physical systemCyber physicalsCyber securityCyber-physical attackCybersecurityDatatypesDiscussion forumEmbeddedFree spacesGpuGraphics processing unitGreen softwareHsiHyper-spectral classificationHyperspectral imagingImage classificationImage processing applicationsInstrumentation systemsInteraction platformInteractivityIso/iec14102:2008Iterative methodsLearning analyticLearning analyticsLearning management systemMedical imagingMilitary applicationsMlOptimisationsPhysical attacksQuality controlQuality of serviceQuality-of-serviceQueueing networksRadio transmissionReal time constraintsReal- timeReal-timeSocial network analysisSocial networking (online)Student interactionsStudentsSurgerySystematic processTechnical debtTemporal network analyseTemporal network analysisTemporal networksToolsTumorVideo

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2025-06-14:

  • WoS: 2
  • Scopus: 3
  • OpenCitations: 2

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-14:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 13 (PlumX).

Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: Panama; United States of America.

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (You, I) .

the author responsible for correspondence tasks has been BORDEL SANCHEZ, BORJA.