Combined compression and encryption of linear wireless sensor network data using autoencoders

Combined compression and encryption of linear wireless sensor network data using autoencoders

Abstract In a linear wireless sensor network (LWSN), sensor nodes are deployed in a linear fashion to monitor and gather data along a linear path or route. Generally, the base station collects the data from the contiguously placed nodes in the same order. When the sensors are deployed closely and wi...

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Bibliographic Details
Main Authors: N. Shylashree, Sachin Kumar, Hong Min
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Joint compression and encryption
Integer matrix keys
Linear wireless sensor network
Chosen plaintext attack
Autoencoder with supervised learning
Secured cloud storage
Online Access:https://doi.org/10.1038/s41598-024-84017-8
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https://doi.org/10.1038/s41598-024-84017-8

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