How to Trade Reliability for Security in Machine-Type Communications: Leakage-Failure Probability Minimization

Research output: Contribution to book/Conference proceedings/Anthology/ReportConference contributionContributedpeer-review

Contributors

Abstract

Data security is one of the key concerns in the next generation of ultra-reliable and low-latency networks, especially with machine-type communications. In this work, we propose a novel metric, leakage-failure probability, to represent the reliable-secure performance of the considered system. We discover that the system performance can be enhanced by counter-intuitively trading the reliability for security, i.e., allocating less blocklength in the short-packet transmission. In order to solve the corresponding blocklength allocation problem, we propose a novel optimization framework, for which a lower-bounded approximation of the decoding error probability in the finite blocklength regime is provided. Based on that, we reformulate the optimization problem into a convex one and propose an iterative searching method. We show the efficiency and the convergence of such a method analytically. Furthermore, we discuss the extendability of the proposed framework with an example of the effective secure throughput as the metric. Via numerical results, we verify the performance of the optimization problem and demonstrate the reliability-security tradeoff under various setups.

Details

Original languageEnglish
Title of host publicationICC 2023 - IEEE International Conference on Communications
EditorsMichele Zorzi, Meixia Tao, Walid Saad
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages4353-4359
Number of pages7
ISBN (electronic)978-1-5386-7462-8
Publication statusPublished - 2023
Peer-reviewedYes

Publication series

SeriesIEEE International Conference on Communications (ICC)
Volume2023-May
ISSN1550-3607

Conference

Title2023 IEEE International Conference on Communications
SubtitleSustainable Communications for Renaissance
Abbreviated titleIEEE ICC 2023
Duration28 May - 1 June 2023
Degree of recognitionInternational event
LocationLa Nuvola Convention Center
CityRom
CountryItaly

External IDs

ORCID /0000-0002-1702-9075/work/165878253

Keywords

Keywords

  • finite blocklength regime, machine-type communications, physical layer security, URLLC