Distributed blockchain assisted secure data aggregation scheme for risk-aware zone-based MANET

This research work proposes a Distributed Blockchain-Assisted Secure Data Aggregation (Block-DSD) technique for MANETs, ensuring high security and energy efficiency in disaster management scenarios. A Zone-based Clustering Approach (ZCA) is employed to segment the network into secure zones, with optimal Cluster Heads (CHs) selected using the Artificial Neuro-Fuzzy Inference System (ANFIS). Data aggregation is secured through a Two-Step Secure (STS) method and Elliptic Curve Cryptography (ECC), while optimal routing is achieved using the Improved Elephant Herd Optimization (IEHO) algorithm. Simulations using ns-3.25 demonstrate a 97% Packet Delivery Ratio (PDR), 20% lower energy consumption compared to existing methods, and minimal latency of 0.0012 s for emergency data, validating the proposed framework's efficiency and robustness in dynamic MANET environments.

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Publication Details

Journal
Scientific Reports
Published
2025-03-07
DOI
https://doi.org/10.1038/s41598-025-92656-8
Citations
7
Primary Topic
Opportunistic and Delay-Tolerant Networks
Type
article
Field-Weighted Citation Impact
10.41
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article

Distributed blockchain assisted secure data aggregation scheme for risk-aware zone-based MANET

R. Ramya, Elangovan Muniyandy, Vijayan Sugumaran, E. Dinesh
7 citations
Scientific Reports
Opportunistic and Delay-Tolerant Networks
10.41
article

Distributed blockchain assisted secure data aggregation scheme for risk-aware zone-based MANET

R. Ramya, Elangovan Muniyandy, Vijayan Sugumaran, E. Dinesh
article en
7 citations

Abstract

This research work proposes a Distributed Blockchain-Assisted Secure Data Aggregation (Block-DSD) technique for MANETs, ensuring high security and energy efficiency in disaster management scenarios. A Zone-based Clustering Approach (ZCA) is employed to segment the network into secure zones, with optimal Cluster Heads (CHs) selected using the Artificial Neuro-Fuzzy Inference System (ANFIS). Data aggregation is secured through a Two-Step Secure (STS) method and Elliptic Curve Cryptography (ECC), while optimal routing is achieved using the Improved Elephant Herd Optimization (IEHO) algorithm. Simulations using ns-3.25 demonstrate a 97% Packet Delivery Ratio (PDR), 20% lower energy consumption compared to existing methods, and minimal latency of 0.0012 s for emergency data, validating the proposed framework's efficiency and robustness in dynamic MANET environments.

Scientific ReportsVol. 15(1)
Applied Science Private University (JO), St. Joseph's Institute of Technology (IN), Open International University for Alternative Medicines (IN), M. Kumarasamy College of Engineering, Saveetha University (IN)
Openalex Percentile: Top 2%
Opportunistic and Delay-Tolerant Networks
10.41
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Distributed blockchain assisted secure data aggregation scheme for risk-aware zone-based MANET — R. Ramya, Elangovan Muniyandy, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS