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Author

Jean Schmith

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Open access Oct 2026

CHIMA: Design and Evaluation of a Lightweight Cryptographic System for IoT Applications

Resource-constrained Internet of Things (IoT) devices motivate the investigation into cryptographic designs with measurable implementation costs. This work presents CHIMA (Cryptography cHaotic lIghtweight systeM and Authentication), an experimental system combining a key generator based on chaotic states, a Feistel cip...

Gilberto da Silva e Silva, Jean Schmith, Francisco Erberto de Sousa et al. · 0 citations
#machine learning Preprint Oct 2026

Benchmarking Model Compression Techniques Across Heterogeneous Edge Platforms: A Predictive Maintenance Use Case for Rotating Machinery

A comprehensive comparative analysis of four state-of-the-art model compression techniques applied to a high-performance convolutional neural network for predictive maintenance using a real-world dataset of rotating machinery, equipment typically used in industry.

Matheus C. de Oliveira, Marco Aurélio da Silva Cruz, Regis Cardoso et al. · 0 citations

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