How to Trade Reliability for Security in Machine-Type Communications: Leakage-Failure Probability Minimization
Research output: Contribution to book/Conference proceedings/Anthology/Report › Conference contribution › Contributed › peer-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 language | English |
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Title of host publication | ICC 2023 - IEEE International Conference on Communications |
Editors | Michele Zorzi, Meixia Tao, Walid Saad |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 4353-4359 |
Number of pages | 7 |
ISBN (electronic) | 978-1-5386-7462-8 |
Publication status | Published - 2023 |
Peer-reviewed | Yes |
Publication series
Series | IEEE International Conference on Communications (ICC) |
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Volume | 2023-May |
ISSN | 1550-3607 |
Conference
Title | 2023 IEEE International Conference on Communications |
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Subtitle | Sustainable Communications for Renaissance |
Abbreviated title | IEEE ICC 2023 |
Duration | 28 May - 1 June 2023 |
Degree of recognition | International event |
Location | La Nuvola Convention Center |
City | Rom |
Country | Italy |
External IDs
ORCID | /0000-0002-1702-9075/work/165878253 |
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Keywords
ASJC Scopus subject areas
Keywords
- finite blocklength regime, machine-type communications, physical layer security, URLLC