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Provably-secure randomness generation from switching probability of magnetic tunnel junctions

Quantum Physics 2023-03-28 v1 Emerging Technologies

Abstract

In recent years, true random number generators (TRNGs) based on magnetic tunnelling junction (MTJ) have become increasingly attractive. This is because MTJ-based TRNGs offer some advantages over traditional CMOS-based TRNGs, such as smaller area and simpler structure. However, there has been no work thus far that quantified the quality of the raw output of an MTJ-based TRNG and performed suitable randomness extraction to produce provably-secure random bits, unlike their CMOS-based counterparts. In this work, we implement an MTJ-based TRNG and characterise the entropy of the raw output. Using this information, we perform post-processing to extract a set of random bits which are provably-secure.

Keywords

Cite

@article{arxiv.2206.06636,
  title  = {Provably-secure randomness generation from switching probability of magnetic tunnel junctions},
  author = {Hong Jie Ng and Shuhan Yang and Zhaoyang Yao and Hyunsoo Yang and Charles C. -W. Lim},
  journal= {arXiv preprint arXiv:2206.06636},
  year   = {2023}
}

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