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

Yao Zhu, Xiaopeng Yuan, Yulin Hu, Rafael F. Schaefer, Anke Schmeink

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

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.

OriginalspracheEnglisch
TitelICC 2023 - IEEE International Conference on Communications
UntertitelSustainable Communications for Renaissance
Redakteure/-innenMichele Zorzi, Meixia Tao, Walid Saad
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten4353-4359
Seitenumfang7
ISBN (elektronisch)9781538674628
DOIs
PublikationsstatusVeröffentlicht - 2023
Extern publiziertJa
Veranstaltung2023 IEEE International Conference on Communications, ICC 2023 - Rome, Italien
Dauer: 28 Mai 20231 Juni 2023

Publikationsreihe

NameIEEE International Conference on Communications
Band2023-May
ISSN (Print)1550-3607

Konferenz

Konferenz2023 IEEE International Conference on Communications, ICC 2023
Land/GebietItalien
OrtRome
Zeitraum28/05/231/06/23

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