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

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

Beitragende

  • Yao Zhu - , Wuhan University, Rheinisch-Westfälische Technische Hochschule Aachen (Autor:in)
  • Xiaopeng Yuan - , Wuhan University, Rheinisch-Westfälische Technische Hochschule Aachen (Autor:in)
  • Yulin Hu - , Wuhan University, Rheinisch-Westfälische Technische Hochschule Aachen (Autor:in)
  • Rafael F. Schaefer - , Professur für Informationstheorie und maschinelles Lernen (Autor:in)
  • Anke Schmeink - , Rheinisch-Westfälische Technische Hochschule Aachen (Autor:in)

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

OriginalspracheEnglisch
TitelICC 2023 - IEEE International Conference on Communications
Redakteure/-innenMichele Zorzi, Meixia Tao, Walid Saad
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten4353-4359
Seitenumfang7
ISBN (elektronisch)978-1-5386-7462-8
PublikationsstatusVeröffentlicht - 2023
Peer-Review-StatusJa

Publikationsreihe

ReiheIEEE International Conference on Communications (ICC)
Band2023-May
ISSN1550-3607

Konferenz

Titel2023 IEEE International Conference on Communications
UntertitelSustainable Communications for Renaissance
KurztitelIEEE ICC 2023
Dauer28 Mai - 1 Juni 2023
BekanntheitsgradInternationale Veranstaltung
OrtLa Nuvola Convention Center
StadtRom
LandItalien

Externe IDs

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

Schlagworte

Schlagwörter

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