Magnetic Field-Induced STT-MRAM Read Noise for High-Entropy True RNG

A True Random Number Generator (TRNG) is a crucial security component in secure systems, used to generate cryptographic keys and nonces for strong encryption and authentication. Traditional CMOS-based TRNGs, including those based on cross-coupled inverter metastability, transistor oxide breakdown [1], and stochastic switching [2] of Magnetic Tunnel Junctions (MTJs), have been extensively studied. Among these designs, MTJ-based TRNGs offer the best performance, as they do not require additional circuitry and achieve high throughput due to their fast operational speed. Additionally, a recent study demonstrated that Spin-Transfer-Torque Magnetoresistive Random-Access Memory (STT-MRAM) is sensitive to external magnetic fields [3]. In this study, we experimentally demonstrate that a Commercial-Off-The-Shelf (COTS) STT-MRAM can reliably generate random numbers under a magnetic field-driven approach.

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Publication Details

Published
2025-06-22
DOI
https://doi.org/10.1109/drc66027.2025.11105760
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Magnetic Field-Induced STT-MRAM Read Noise for High-Entropy True RNG

Biswajit Ray, M. Sojib Ahmed
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Advanced MRI Techniques and Applications
article

Magnetic Field-Induced STT-MRAM Read Noise for High-Entropy True RNG

Biswajit Ray, M. Sojib Ahmed
article en

Abstract

A True Random Number Generator (TRNG) is a crucial security component in secure systems, used to generate cryptographic keys and nonces for strong encryption and authentication. Traditional CMOS-based TRNGs, including those based on cross-coupled inverter metastability, transistor oxide breakdown [1], and stochastic switching [2] of Magnetic Tunnel Junctions (MTJs), have been extensively studied. Among these designs, MTJ-based TRNGs offer the best performance, as they do not require additional circuitry and achieve high throughput due to their fast operational speed. Additionally, a recent study demonstrated that Spin-Transfer-Torque Magnetoresistive Random-Access Memory (STT-MRAM) is sensitive to external magnetic fields [3]. In this study, we experimentally demonstrate that a Commercial-Off-The-Shelf (COTS) STT-MRAM can reliably generate random numbers under a magnetic field-driven approach.

Colorado State University (US)
National Science Foundation
Openalex Percentile: Top 70%
Advanced MRI Techniques and Applications
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