A Lightweight Physical Layer Authentication-Based Blockchain Consensus Mechanism for Edge Networks

With the surging magnification of IoT applications, the low latency and security are the major challenges. To counteract these challenges, the integration of blockchain in edge network is mandated to offer reduced network overhead, transparency, decentralization and fault tolerance. The respective network nodes are capable of collaborating effectively through blockchain consensus mechanism. However, the major bottleneck is the complexity of consensus mechanism. Hence, to perform efficient realization of blockchain in edge network, we propose an exclusive idea of integrating Physical Layer Authentication (PLA) with consensus to put forth Proof-of-Physical-Layer-Authentication (PoPLA) consensus mechanism. Also, we propose a Byzantine Likelihood Filtering (BLF) approach to deliver Byzantine tolerance with reduced communication complexity. The experimental evaluation of PoPLA is performed on Long Range (LoRa) Wide Area Network (WAN). The PoPLA reduces the mining time by 76.25%, 42.13% and 30.05% in comparison with Proof of Work (PoW), Practical Byzantine Fault Tolerance (PBFT) and RAFT respectively. The BLF enables PoPLA to outperform PBFT by reducing communication complexity from <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$O(N^{2})$ </tex-math></inline-formula> to O(N) while increasing Byzantine Fault Tolerance (BFT) level from 33% to 50% faulty nodes. The cryptanalysis showcases that the PoPLA is resistant to security attacks in blockchain network at edge.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Network and Service Management
Published
2024-11-06
DOI
https://doi.org/10.1109/tnsm.2024.3492234
Citations
2
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
1.56

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Lightweight Physical Layer Authentication-Based Blockchain Consensus Mechanism for Edge Networks

B. Rebekka, S Jeevanantham, C. Venkatesan
2 citations
IEEE Transactions on Network and Service Management
Blockchain Technology Applications and Security
1.56
article

A Lightweight Physical Layer Authentication-Based Blockchain Consensus Mechanism for Edge Networks

B. Rebekka, S Jeevanantham, C. Venkatesan
article en
2 citations

Abstract

With the surging magnification of IoT applications, the low latency and security are the major challenges. To counteract these challenges, the integration of blockchain in edge network is mandated to offer reduced network overhead, transparency, decentralization and fault tolerance. The respective network nodes are capable of collaborating effectively through blockchain consensus mechanism. However, the major bottleneck is the complexity of consensus mechanism. Hence, to perform efficient realization of blockchain in edge network, we propose an exclusive idea of integrating Physical Layer Authentication (PLA) with consensus to put forth Proof-of-Physical-Layer-Authentication (PoPLA) consensus mechanism. Also, we propose a Byzantine Likelihood Filtering (BLF) approach to deliver Byzantine tolerance with reduced communication complexity. The experimental evaluation of PoPLA is performed on Long Range (LoRa) Wide Area Network (WAN). The PoPLA reduces the mining time by 76.25%, 42.13% and 30.05% in comparison with Proof of Work (PoW), Practical Byzantine Fault Tolerance (PBFT) and RAFT respectively. The BLF enables PoPLA to outperform PBFT by reducing communication complexity from <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$O(N^{2})$ </tex-math></inline-formula> to O(N) while increasing Byzantine Fault Tolerance (BFT) level from 33% to 50% faulty nodes. The cryptanalysis showcases that the PoPLA is resistant to security attacks in blockchain network at edge.

IEEE Transactions on Network and Service ManagementVol. 22(2)
National Institute of Technology Tiruchirappalli (IN)
Ministry of Education, India
Openalex Percentile: Top 12%
Blockchain Technology Applications and Security
1.56
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Lightweight Physical Layer Authentication-Based Blockchain Consensus Mechanism for Edge Networks — B. Rebekka, S Jeevanantham, et al. · IEEE Transactions on Network and Service Management (2024) | TGRS Research Map | TGRS